From 439065f270e0b17357ed5672e420c47a49766c89 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Sun, 11 Apr 2021 23:16:01 +0200
Subject: [PATCH 001/281] ADD: test with Semantic segmentation model (Model4,
 64x64->32x32 FCN)

---
 test/CMakeLists.txt                           |  16 ++++++++++++++++
 ...ClTensorflowModelServeFCNN64x64to32x32.tif | Bin 0 -> 884 bytes
 test/data/pxs_subset2.tif                     | Bin 0 -> 166809 bytes
 test/models/model4/saved_model.pb             | Bin 0 -> 427380 bytes
 .../variables/variables.data-00000-of-00001   | Bin 0 -> 1476320 bytes
 test/models/model4/variables/variables.index  | Bin 0 -> 2107 bytes
 6 files changed, 16 insertions(+)
 create mode 100644 test/data/apTvClTensorflowModelServeFCNN64x64to32x32.tif
 create mode 100644 test/data/pxs_subset2.tif
 create mode 100644 test/models/model4/saved_model.pb
 create mode 100644 test/models/model4/variables/variables.data-00000-of-00001
 create mode 100644 test/models/model4/variables/variables.index

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index aee43952..f2f176f4 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -8,11 +8,13 @@ set(MODELSDIR ${CMAKE_CURRENT_SOURCE_DIR}/models)
 set(IMAGEXS ${DATADIR}/xs_subset.tif)
 set(IMAGEPAN ${DATADIR}/pan_subset.tif)
 set(IMAGEPXS ${DATADIR}/pxs_subset.tif)
+set(IMAGEPXS2 ${DATADIR}/pxs_subset2.tif)
 
 # Input models
 set(MODEL1 ${MODELSDIR}/model1)
 set(MODEL2 ${MODELSDIR}/model2)
 set(MODEL3 ${MODELSDIR}/model3)
+set(MODEL4 ${MODELSDIR}/model4)
 
 # Output images and baselines
 set(MODEL1_PB_OUT apTvClTensorflowModelServeCNN16x16PB.tif)
@@ -20,6 +22,7 @@ set(MODEL2_PB_OUT apTvClTensorflowModelServeCNN8x8_32x32PB.tif)
 set(MODEL2_FC_OUT apTvClTensorflowModelServeCNN8x8_32x32FC.tif)
 set(MODEL3_PB_OUT apTvClTensorflowModelServeFCNN16x16PB.tif)
 set(MODEL3_FC_OUT apTvClTensorflowModelServeFCNN16x16FC.tif)
+set(MODEL4_FC_OUT apTvClTensorflowModelServeFCNN64x64to32x32.tif)
 
 #----------- Model serving : 1-branch CNN (16x16) Patch-Based ----------------
 otb_test_application(NAME TensorflowModelServeCNN16x16PB
@@ -85,4 +88,17 @@ otb_test_application(NAME apTvClTensorflowModelServeFCNN16x16FC
   ${DATADIR}/${MODEL3_FC_OUT}
   ${TEMP}/${MODEL3_FC_OUT})
 
+#----------- Model serving : 1-branch FCNN (64x64)-->(32x32), Fully-conv ----------------
+set(ENV{OTB_TF_NSOURCES} 1)
+otb_test_application(NAME apTvClTensorflowModelServeFCNN64x64to32x32.tif
+  APP  TensorflowModelServe
+  OPTIONS -source1.il ${IMAGEPXS2}
+  -source1.rfieldx 64 -source1.rfieldy 64 -source1.placeholder x
+  -output.efieldx 32 -output.efieldy 32 -output.names prediction_fcn
+  -model.dir ${MODEL4} -model.fullyconv on
+  -out ${TEMP}/${MODEL4_FC_OUT}
+  VALID --compare-image ${EPSILON_6}
+  ${DATADIR}/${MODEL4_FC_OUT}
+  ${TEMP}/${MODEL4_FC_OUT})
+
 
diff --git a/test/data/apTvClTensorflowModelServeFCNN64x64to32x32.tif b/test/data/apTvClTensorflowModelServeFCNN64x64to32x32.tif
new file mode 100644
index 0000000000000000000000000000000000000000..1d22a3b97f6f2ded86651054be8259751ee0df11
GIT binary patch
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diff --git a/test/data/pxs_subset2.tif b/test/data/pxs_subset2.tif
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diff --git a/test/models/model4/saved_model.pb b/test/models/model4/saved_model.pb
new file mode 100644
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diff --git a/test/models/model4/variables/variables.data-00000-of-00001 b/test/models/model4/variables/variables.data-00000-of-00001
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HcmV?d00001

diff --git a/test/models/model4/variables/variables.index b/test/models/model4/variables/variables.index
new file mode 100644
index 0000000000000000000000000000000000000000..25810ce3e68510179ea8ee45fd3f5c24c45d7bb9
GIT binary patch
literal 2107
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literal 0
HcmV?d00001

-- 
GitLab


From 14bb27bd883c3d3a7a2dec085fac8cd88d55a4e2 Mon Sep 17 00:00:00 2001
From: Narcon Nicolas <nicolas.narcon@inrae.fr>
Date: Mon, 23 Aug 2021 11:08:57 +0200
Subject: [PATCH 002/281] ENH: add the signature_def attribute when
 ModelServing

---
 app/otbTensorflowModelServe.cxx             | 1 +
 include/otbTensorflowMultisourceModelBase.h | 3 +++
 2 files changed, 4 insertions(+)

diff --git a/app/otbTensorflowModelServe.cxx b/app/otbTensorflowModelServe.cxx
index 0aa9d71e..bd7cc0e7 100644
--- a/app/otbTensorflowModelServe.cxx
+++ b/app/otbTensorflowModelServe.cxx
@@ -255,6 +255,7 @@ public:
     m_TFFilter = TFModelFilterType::New();
     m_TFFilter->SetGraph(m_SavedModel.meta_graph_def.graph_def());
     m_TFFilter->SetSession(m_SavedModel.session.get());
+    m_TFFilter->SetSignatureDef(m_SavedModel.GetSignatures().at("serving_default"));
     m_TFFilter->SetOutputTensors(GetParameterStringList("output.names"));
     m_TFFilter->SetOutputSpacingScale(GetParameterFloat("output.spcscale"));
     otbAppLogINFO("Output spacing ratio: " << m_TFFilter->GetOutputSpacingScale());
diff --git a/include/otbTensorflowMultisourceModelBase.h b/include/otbTensorflowMultisourceModelBase.h
index 0929f949..c4321654 100644
--- a/include/otbTensorflowMultisourceModelBase.h
+++ b/include/otbTensorflowMultisourceModelBase.h
@@ -106,6 +106,8 @@ public:
   tensorflow::GraphDef GetGraph()                { return m_Graph ;     }
   void SetSession(tensorflow::Session * session) { m_Session = session; }
   tensorflow::Session * GetSession()             { return m_Session;    }
+  void SetSignatureDef(tensorflow::SignatureDef signature_def) {m_SignatureDef = signature_def;   }
+  tensorflow::SignatureDef GetSignatureDef()                {return m_SignatureDef;         }
 
   /** Model parameters */
   void PushBackInputTensorBundle(std::string name, SizeType receptiveField, ImagePointerType image);
@@ -158,6 +160,7 @@ private:
   // Tensorflow graph and session
   tensorflow::GraphDef       m_Graph;                   // The TensorFlow graph
   tensorflow::Session *      m_Session;                 // The TensorFlow session
+  tensorflow::SignatureDef   m_SignatureDef;            // The TensorFlow SignatureDef
 
   // Model parameters
   StringList                 m_InputPlaceholders;       // Input placeholders names
-- 
GitLab


From 0e594cce9907429c28fc7c5dffd5c9b976f95fb7 Mon Sep 17 00:00:00 2001
From: Narcon Nicolas <nicolas.narcon@inrae.fr>
Date: Mon, 23 Aug 2021 14:29:08 +0200
Subject: [PATCH 003/281] ENH: add GetOutputAttributes and GetInputAttributes
 functions that replace GetTensorAttributes for TF2 models

---
 include/otbTensorflowGraphOperations.cxx | 120 +++++++++++++++++++++++
 include/otbTensorflowGraphOperations.h   |   5 +
 2 files changed, 125 insertions(+)

diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index 794a302b..6e0cd099 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -77,6 +77,126 @@ tensorflow::GraphDef LoadGraph(std::string filename)
   return meta_graph_def.graph_def();
 }
 
+
+// Get the following attributes of the specified output tensors (by name) of a graph:
+// - shape
+// - datatype
+void GetOutputAttributes(const tensorflow::SignatureDef& signature_def, std::vector<std::string> & tensorsNames,
+    std::vector<tensorflow::TensorShapeProto> & shapes, std::vector<tensorflow::DataType> & dataTypes)
+{
+  // Allocation
+  shapes.clear();
+  shapes.reserve(tensorsNames.size());
+  dataTypes.clear();
+  dataTypes.reserve(tensorsNames.size());
+
+  // Get infos
+  for (std::vector<std::string>::iterator nameIt = tensorsNames.begin();
+      nameIt != tensorsNames.end(); ++nameIt)
+  {
+    bool found = false;
+    std::cout << "Searching for corresponding node of  : " << (*nameIt) << std::endl;
+    for (auto const & output : signature_def.outputs())
+      // output is a pair (name, tensor_info)
+      // cf https://stackoverflow.com/questions/63181951/how-to-get-graph-or-graphdef-from-a-given-model
+    {
+      if (output.first.compare((*nameIt)) == 0)
+        {
+          found = true;
+	  const tensorflow::TensorInfo& tensor_info = output.second;
+
+	  // DEBUG
+          std::cout << "\tPrintDebugString --------------------------------";
+          std::cout << std::endl;
+          tensor_info.PrintDebugString();
+          std::cout << "\t-------------------------------------------------" << std::endl;
+
+
+	  // Set default to DT_FLOAT
+	  tensorflow::DataType ts_dt = tensorflow::DT_FLOAT;
+
+	  // Default (input?) tensor type
+	  ts_dt = tensor_info.dtype();
+	  dataTypes.push_back(ts_dt);
+
+	  // Get the tensor's shape
+	  // Here we assure it's a tensor, with 1 shape
+	  tensorflow::TensorShapeProto ts_shp = tensor_info.tensor_shape();
+	  shapes.push_back(ts_shp);
+      }
+    }
+
+    if (!found)
+    {
+      itkGenericExceptionMacro("Tensor name \"" << (*nameIt) << "\" not found" );
+    }
+
+  }
+
+}
+
+
+//
+// Get the following attributes of the specified input tensors (by name) of a graph:
+// - shape
+// - datatype
+void GetInputAttributes(const tensorflow::SignatureDef& signature_def, std::vector<std::string> & tensorsNames,
+    std::vector<tensorflow::TensorShapeProto> & shapes, std::vector<tensorflow::DataType> & dataTypes)
+{
+  // Allocation
+  shapes.clear();
+  shapes.reserve(tensorsNames.size());
+  dataTypes.clear();
+  dataTypes.reserve(tensorsNames.size());
+
+  
+  // Get infos
+  for (std::vector<std::string>::iterator nameIt = tensorsNames.begin();
+      nameIt != tensorsNames.end(); ++nameIt)
+  {
+    bool found = false;
+    std::cout << "Searching for corresponding node of  : " << (*nameIt) << std::endl;
+    for (auto const & input : signature_def.inputs())
+      // input is a pair (name, tensor_info)
+      // cf https://stackoverflow.com/questions/63181951/how-to-get-graph-or-graphdef-from-a-given-model
+    {
+      if (input.first.compare((*nameIt)) == 0)
+        {
+          found = true;
+	  const tensorflow::TensorInfo& tensor_info = input.second;
+
+	  // DEBUG
+          std::cout << "\tPrintDebugString --------------------------------";
+          std::cout << std::endl;
+          tensor_info.PrintDebugString();
+          std::cout << "\t-------------------------------------------------" << std::endl;
+
+
+	  // Set default to DT_FLOAT
+	  tensorflow::DataType ts_dt = tensorflow::DT_FLOAT;
+
+	  // Default (input?) tensor type
+	  ts_dt = tensor_info.dtype();
+	  dataTypes.push_back(ts_dt);
+
+	  // Get the tensor's shape
+	  // Here we assure it's a tensor, with 1 shape
+	  tensorflow::TensorShapeProto ts_shp = tensor_info.tensor_shape();
+	  shapes.push_back(ts_shp);
+      }
+    }
+
+    if (!found)
+    {
+      itkGenericExceptionMacro("Tensor name \"" << (*nameIt) << "\" not found" );
+    }
+
+  }
+
+}
+
+
+
 //
 // Get the following attributes of the specified tensors (by name) of a graph:
 // - shape
diff --git a/include/otbTensorflowGraphOperations.h b/include/otbTensorflowGraphOperations.h
index 4e30ae46..0ca4b68b 100644
--- a/include/otbTensorflowGraphOperations.h
+++ b/include/otbTensorflowGraphOperations.h
@@ -45,6 +45,11 @@ tensorflow::GraphDef LoadGraph(std::string filename);
 void GetTensorAttributes(const tensorflow::GraphDef & graph, std::vector<std::string> & tensorsNames,
     std::vector<tensorflow::TensorShapeProto> & shapes, std::vector<tensorflow::DataType> & dataTypes);
 
+void GetInputAttributes(const tensorflow::SavedModelBundle & bundle, std::vector<std::string> & tensorsNames,
+		                    std::vector<tensorflow::TensorShapeProto> & shapes, std::vector<tensorflow::DataType> & dataTypes);
+void GetOutputAttributes(const tensorflow::SavedModelBundle & bundle, std::vector<std::string> & tensorsNames,
+		                    std::vector<tensorflow::TensorShapeProto> & shapes, std::vector<tensorflow::DataType> & dataTypes);
+
 // Print a lot of stuff about the specified nodes of the graph
 void PrintNodeAttributes(const tensorflow::GraphDef & graph, std::vector<std::string> & nodesNames);
 
-- 
GitLab


From 696fa67f598743599e54f2a59eb0f552580813aa Mon Sep 17 00:00:00 2001
From: Narcon Nicolas <nicolas.narcon@inrae.fr>
Date: Mon, 23 Aug 2021 14:34:55 +0200
Subject: [PATCH 004/281] COMP: tensorflow::string

---
 include/otbTensorflowGraphOperations.cxx | 10 +++++-----
 include/otbTensorflowGraphOperations.h   |  6 +++---
 2 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index 6e0cd099..78aeff65 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -16,10 +16,10 @@ namespace tf {
 //
 // Restore a model from a path
 //
-void RestoreModel(const std::string path, tensorflow::SavedModelBundle & bundle)
+void RestoreModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bundle)
 {
   tensorflow::Tensor checkpointPathTensor(tensorflow::DT_STRING, tensorflow::TensorShape());
-  checkpointPathTensor.scalar<std::string>()() = path;
+  checkpointPathTensor.scalar<tensorflow::tstring>()() = path;
   std::vector<std::pair<std::string, tensorflow::Tensor>> feed_dict =
   {{bundle.meta_graph_def.saver_def().filename_tensor_name(), checkpointPathTensor}};
   auto status = bundle.session->Run(feed_dict, {}, {bundle.meta_graph_def.saver_def().restore_op_name()}, nullptr);
@@ -32,10 +32,10 @@ void RestoreModel(const std::string path, tensorflow::SavedModelBundle & bundle)
 //
 // Restore a model from a path
 //
-void SaveModel(const std::string path, tensorflow::SavedModelBundle & bundle)
+void SaveModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bundle)
 {
   tensorflow::Tensor checkpointPathTensor(tensorflow::DT_STRING, tensorflow::TensorShape());
-  checkpointPathTensor.scalar<std::string>()() = path;
+  checkpointPathTensor.scalar<tensorflow::tstring>()() = path;
   std::vector<std::pair<std::string, tensorflow::Tensor>> feed_dict =
   {{bundle.meta_graph_def.saver_def().filename_tensor_name(), checkpointPathTensor}};
   auto status = bundle.session->Run(feed_dict, {}, {bundle.meta_graph_def.saver_def().save_tensor_name()}, nullptr);
@@ -48,7 +48,7 @@ void SaveModel(const std::string path, tensorflow::SavedModelBundle & bundle)
 //
 // Load a session and a graph from a folder
 //
-void LoadModel(const std::string path, tensorflow::SavedModelBundle & bundle)
+void LoadModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bundle)
 {
 
   tensorflow::RunOptions runoptions;
diff --git a/include/otbTensorflowGraphOperations.h b/include/otbTensorflowGraphOperations.h
index 0ca4b68b..b93d4384 100644
--- a/include/otbTensorflowGraphOperations.h
+++ b/include/otbTensorflowGraphOperations.h
@@ -27,13 +27,13 @@ namespace otb {
 namespace tf {
 
 // Restore a model from a path
-void RestoreModel(const std::string path, tensorflow::SavedModelBundle & bundle);
+void RestoreModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bundle);
 
 // Restore a model from a path
-void SaveModel(const std::string path, tensorflow::SavedModelBundle & bundle);
+void SaveModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bundle);
 
 // Load a session and a graph from a folder
-void LoadModel(const std::string path, tensorflow::SavedModelBundle & bundle);
+void LoadModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bundle);
 
 // Load a graph from a .meta file
 tensorflow::GraphDef LoadGraph(std::string filename);
-- 
GitLab


From 3ae75902667ea52184426b0f7cd073e0d3704510 Mon Sep 17 00:00:00 2001
From: Narcon Nicolas <nicolas.narcon@inrae.fr>
Date: Mon, 23 Aug 2021 15:01:56 +0200
Subject: [PATCH 005/281] BUG: add call to GetOutputAttributes and
 GetInputAttributes instead of GetTensorAttributes

---
 include/otbTensorflowMultisourceModelBase.hxx | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/include/otbTensorflowMultisourceModelBase.hxx b/include/otbTensorflowMultisourceModelBase.hxx
index 573aa9ca..bc9b0740 100644
--- a/include/otbTensorflowMultisourceModelBase.hxx
+++ b/include/otbTensorflowMultisourceModelBase.hxx
@@ -132,8 +132,8 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
   //////////////////////////////////////////////////////////////////////////////////////////
 
   // Get input and output tensors datatypes and shapes
-  tf::GetTensorAttributes(m_Graph, m_InputPlaceholders, m_InputTensorsShapes, m_InputTensorsDataTypes);
-  tf::GetTensorAttributes(m_Graph, m_OutputTensors, m_OutputTensorsShapes, m_OutputTensorsDataTypes);
+  tf::GetInputAttributes(this->GetSignatureDef(), m_InputPlaceholders, m_InputTensorsShapes, m_InputTensorsDataTypes);
+  tf::GetOutputAttributes(this->GetSignatureDef(), m_OutputTensors, m_OutputTensorsShapes, m_OutputTensorsDataTypes);
 
  }
 
-- 
GitLab


From bda096fdcbad685c9e7178508633369e905c2010 Mon Sep 17 00:00:00 2001
From: Narcon Nicolas <nicolas.narcon@inrae.fr>
Date: Tue, 24 Aug 2021 16:58:17 +0200
Subject: [PATCH 006/281] WIP: almost final result with many debug messages

---
 include/otbTensorflowMultisourceModelBase.h   |  3 +
 include/otbTensorflowMultisourceModelBase.hxx | 58 ++++++++++++++++++-
 .../otbTensorflowMultisourceModelFilter.hxx   | 26 +++++++++
 3 files changed, 86 insertions(+), 1 deletion(-)

diff --git a/include/otbTensorflowMultisourceModelBase.h b/include/otbTensorflowMultisourceModelBase.h
index c4321654..63512273 100644
--- a/include/otbTensorflowMultisourceModelBase.h
+++ b/include/otbTensorflowMultisourceModelBase.h
@@ -176,6 +176,9 @@ private:
   TensorShapeProtoList       m_InputTensorsShapes;      // Input tensors shapes
   TensorShapeProtoList       m_OutputTensorsShapes;     // Output tensors shapes
 
+  // Ajout
+  std::map<std::string, std::string> m_NameToLayerNameMapping;
+
 }; // end class
 
 
diff --git a/include/otbTensorflowMultisourceModelBase.hxx b/include/otbTensorflowMultisourceModelBase.hxx
index bc9b0740..a9af67d0 100644
--- a/include/otbTensorflowMultisourceModelBase.hxx
+++ b/include/otbTensorflowMultisourceModelBase.hxx
@@ -84,8 +84,49 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
   // Run the TF session here
   // The session will initialize the outputs
 
+
+  // DEBUG 
+  for (auto& ss: m_OutputTensors)
+  { std::cout << "DEBUG m_OutputTensor :" << ss << std::endl;}
+
+  for (auto& map: m_NameToLayerNameMapping)
+  {
+    std::cout << "first of Mapping" << map.first << std::endl;
+    std::cout << "second of Mapping" << map.second << std::endl;
+  }
+
+  // Inputs corresponds to the names of placeholder, as specified when calling TensorFlowModelServe application
+  // Decloud example: For TF1 model, it is specified by the user as "tower_0:s2_t". For TF2 model, it must be specified by the user as "s2_t"
+  // Thus, for TF2, we must transorm that to "serving_default_s2_t"
+  DictType inputs_new;
+  for (auto& dict: inputs)
+  {
+    DictElementType element = {m_NameToLayerNameMapping[dict.first], dict.second};
+    inputs_new.push_back(element);
+    std::cout << "DEBUG dans boucle name issu de inputs" << dict.first << std::endl;
+    std::cout << "DEBUG m_NameToLayerNameMapping[dict.first] INPUT " << m_NameToLayerNameMapping[dict.first] << std::endl;
+  }
+
+  StringList m_OutputTensors_new;
+  for (auto& name: m_OutputTensors)
+  {
+    std::cout << "DEBUG dans boucle name issu de m_OutputTensors " << name << std::endl;
+    std::cout << "DEBUG m_NameToLayerNameMapping[name] OUTPUT " << m_NameToLayerNameMapping[name] << std::endl;
+    m_OutputTensors_new.push_back(m_NameToLayerNameMapping[name]);
+  }
+
+ 
+
   // Run the session, evaluating our output tensors from the graph
-  auto status = this->GetSession()->Run(inputs, m_OutputTensors, m_TargetNodesNames, &outputs);
+  auto status = this->GetSession()->Run(inputs_new, m_OutputTensors_new, m_TargetNodesNames, &outputs);
+ 
+  // DEBUG
+  tensorflow::Tensor& output = outputs[0];
+  std::cout << "<<<<<<<<<<<<<<<<<<TENSOR INFO<<<<<<<<<<<<<<<<<<<"<<std::endl;
+  std::cout << otb::tf::PrintTensorInfos(output) << std::endl;
+  std::cout << "<<<<<<<<<<<<<<<<<<TENSOR INFO<<<<<<<<<<<<<<<<<<<"<<std::endl;
+  std::cout << " " << std::endl;
+
   if (!status.ok()) {
 
     // Create a debug report
@@ -130,6 +171,21 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
   //////////////////////////////////////////////////////////////////////////////////////////
   //                               Get tensors information
   //////////////////////////////////////////////////////////////////////////////////////////
+  tensorflow::SignatureDef signaturedef = this->GetSignatureDef();
+  for (auto& output: signaturedef.outputs())
+  { 
+    std::string name = output.first;
+    std::string layerName = output.second.name();
+    m_NameToLayerNameMapping[name] = layerName;
+    std::cout << "DEBUG dans boucle output: GenerateOutputInformation pour remplir mapping " << name << std::endl;
+  } 
+  for (auto& input: signaturedef.inputs())
+  { 
+    std::string inputName = input.first;
+    std::string layerName = input.second.name();
+    m_NameToLayerNameMapping[inputName] = layerName;
+    std::cout << "DEBUG dans boucle output: GenerateOutputInformation pour remplir mapping " << inputName << std::endl;
+  }
 
   // Get input and output tensors datatypes and shapes
   tf::GetInputAttributes(this->GetSignatureDef(), m_InputPlaceholders, m_InputTensorsShapes, m_InputTensorsDataTypes);
diff --git a/include/otbTensorflowMultisourceModelFilter.hxx b/include/otbTensorflowMultisourceModelFilter.hxx
index b59752e6..67e1d9d7 100644
--- a/include/otbTensorflowMultisourceModelFilter.hxx
+++ b/include/otbTensorflowMultisourceModelFilter.hxx
@@ -383,6 +383,32 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
   // Create input tensors list
   DictType inputs;
 
+
+  // DEBUG Tentative
+  auto outs = this->GetSignatureDef().outputs();
+  for (auto& output: outs)
+  {
+    std::string name = output.first;
+    std::string layerName = output.second.name();
+    //m_NameToLayerNameMapping[name] = layerName;
+    std::cout << "DEBUG dans ModelFiler.hxx : outs pour remplir mapping " << name << std::endl;
+  }
+  for (auto& output: this->GetSignatureDef().outputs())
+  {
+    std::string name = output.first;
+    std::string layerName = output.second.name();
+    //m_NameToLayerNameMapping[name] = layerName;
+    std::cout << "DEBUG dans ModelFiler.hxx : this->GetSignatureDef().outputs() pour remplir mapping " << name << std::endl;
+  } 
+  for (auto& input: this->GetSignatureDef().inputs())
+  {
+    std::string inputName = input.first;
+    std::string layerName = input.second.name();
+    //m_NameToLayerNameMapping[inputName] = layerName;
+    std::cout << "DEBUG dans ModelFilter.hxx: this->GetSignatureDef().inputs() pour remplir mapping " << inputName << std::endl;
+  } 
+
+
   // Populate input tensors
   for (unsigned int i = 0 ; i < nInputs ; i++)
     {
-- 
GitLab


From f411366bdf9f690395cbf08d6946d5b11a0cf4aa Mon Sep 17 00:00:00 2001
From: Narcon Nicolas <nicolas.narcon@inrae.fr>
Date: Wed, 25 Aug 2021 08:53:09 +0200
Subject: [PATCH 007/281] ENH: adapt otbTensorflowGraphOperations.cxx so that
 it works with v1 models

---
 include/otbTensorflowGraphOperations.cxx      | 4 ++--
 include/otbTensorflowMultisourceModelBase.hxx | 4 +++-
 2 files changed, 5 insertions(+), 3 deletions(-)

diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index 78aeff65..4e7dcae8 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -100,7 +100,7 @@ void GetOutputAttributes(const tensorflow::SignatureDef& signature_def, std::vec
       // output is a pair (name, tensor_info)
       // cf https://stackoverflow.com/questions/63181951/how-to-get-graph-or-graphdef-from-a-given-model
     {
-      if (output.first.compare((*nameIt)) == 0)
+      if (output.first.find((*nameIt)) != std::string::npos)
         {
           found = true;
 	  const tensorflow::TensorInfo& tensor_info = output.second;
@@ -160,7 +160,7 @@ void GetInputAttributes(const tensorflow::SignatureDef& signature_def, std::vect
       // input is a pair (name, tensor_info)
       // cf https://stackoverflow.com/questions/63181951/how-to-get-graph-or-graphdef-from-a-given-model
     {
-      if (input.first.compare((*nameIt)) == 0)
+      if (input.first.find((*nameIt)) != std::string::npos)
         {
           found = true;
 	  const tensorflow::TensorInfo& tensor_info = input.second;
diff --git a/include/otbTensorflowMultisourceModelBase.hxx b/include/otbTensorflowMultisourceModelBase.hxx
index a9af67d0..3dfdfda3 100644
--- a/include/otbTensorflowMultisourceModelBase.hxx
+++ b/include/otbTensorflowMultisourceModelBase.hxx
@@ -178,13 +178,15 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
     std::string layerName = output.second.name();
     m_NameToLayerNameMapping[name] = layerName;
     std::cout << "DEBUG dans boucle output: GenerateOutputInformation pour remplir mapping " << name << std::endl;
+    std::cout << "                        :                                      layername " << layerName << std::endl;
   } 
   for (auto& input: signaturedef.inputs())
   { 
     std::string inputName = input.first;
     std::string layerName = input.second.name();
     m_NameToLayerNameMapping[inputName] = layerName;
-    std::cout << "DEBUG dans boucle output: GenerateOutputInformation pour remplir mapping " << inputName << std::endl;
+    std::cout << "DEBUG dans boucle input: GenerateOutputInformation pour remplir mapping " << inputName << std::endl;
+    std::cout << "                       :                                      layername " << layerName << std::endl;
   }
 
   // Get input and output tensors datatypes and shapes
-- 
GitLab


From 793139a3cecb07ddeb5e791832abe20b7081566d Mon Sep 17 00:00:00 2001
From: Narcon Nicolas <nicolas.narcon@inrae.fr>
Date: Thu, 26 Aug 2021 09:46:28 +0200
Subject: [PATCH 008/281] ENH: add better v1 compat + changing variable name

---
 include/otbTensorflowGraphOperations.cxx        |  6 ++++--
 include/otbTensorflowMultisourceModelBase.h     |  2 +-
 include/otbTensorflowMultisourceModelBase.hxx   | 14 +++++++-------
 include/otbTensorflowMultisourceModelFilter.hxx |  6 +++---
 4 files changed, 15 insertions(+), 13 deletions(-)

diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index c6ccbaf7..90e469d4 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -101,7 +101,8 @@ void GetOutputAttributes(const tensorflow::SignatureDef& signature_def, std::vec
       // output is a pair (name, tensor_info)
       // cf https://stackoverflow.com/questions/63181951/how-to-get-graph-or-graphdef-from-a-given-model
     {
-      if (output.first.find((*nameIt)) != std::string::npos)
+      std::string layername = output.first;
+      if (layername.substr(0, layername.find(":")).compare((*nameIt)) == 0)
         {
           found = true;
 	  const tensorflow::TensorInfo& tensor_info = output.second;
@@ -161,7 +162,8 @@ void GetInputAttributes(const tensorflow::SignatureDef& signature_def, std::vect
       // input is a pair (name, tensor_info)
       // cf https://stackoverflow.com/questions/63181951/how-to-get-graph-or-graphdef-from-a-given-model
     {
-      if (input.first.find((*nameIt)) != std::string::npos)
+      std::string layername = input.first;
+      if (layername.substr(0, layername.find(":")).compare((*nameIt)) == 0)
         {
           found = true;
 	  const tensorflow::TensorInfo& tensor_info = input.second;
diff --git a/include/otbTensorflowMultisourceModelBase.h b/include/otbTensorflowMultisourceModelBase.h
index dd5e39f9..cd3955e3 100644
--- a/include/otbTensorflowMultisourceModelBase.h
+++ b/include/otbTensorflowMultisourceModelBase.h
@@ -178,7 +178,7 @@ private:
   TensorShapeProtoList       m_OutputTensorsShapes;     // Output tensors shapes
 
   // Ajout
-  std::map<std::string, std::string> m_NameToLayerNameMapping;
+  std::map<std::string, std::string> m_UserNameToLayerNameMapping;
 
 }; // end class
 
diff --git a/include/otbTensorflowMultisourceModelBase.hxx b/include/otbTensorflowMultisourceModelBase.hxx
index 7e896e33..9699af6f 100644
--- a/include/otbTensorflowMultisourceModelBase.hxx
+++ b/include/otbTensorflowMultisourceModelBase.hxx
@@ -90,7 +90,7 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
   for (auto& ss: m_OutputTensors)
   { std::cout << "DEBUG m_OutputTensor :" << ss << std::endl;}
 
-  for (auto& map: m_NameToLayerNameMapping)
+  for (auto& map: m_UserNameToLayerNameMapping)
   {
     std::cout << "first of Mapping" << map.first << std::endl;
     std::cout << "second of Mapping" << map.second << std::endl;
@@ -102,18 +102,18 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
   DictType inputs_new;
   for (auto& dict: inputs)
   {
-    DictElementType element = {m_NameToLayerNameMapping[dict.first], dict.second};
+    DictElementType element = {m_UserNameToLayerNameMapping[dict.first], dict.second};
     inputs_new.push_back(element);
     std::cout << "DEBUG dans boucle name issu de inputs" << dict.first << std::endl;
-    std::cout << "DEBUG m_NameToLayerNameMapping[dict.first] INPUT " << m_NameToLayerNameMapping[dict.first] << std::endl;
+    std::cout << "DEBUG m_UserNameToLayerNameMapping[dict.first] INPUT " << m_UserNameToLayerNameMapping[dict.first] << std::endl;
   }
 
   StringList m_OutputTensors_new;
   for (auto& name: m_OutputTensors)
   {
     std::cout << "DEBUG dans boucle name issu de m_OutputTensors " << name << std::endl;
-    std::cout << "DEBUG m_NameToLayerNameMapping[name] OUTPUT " << m_NameToLayerNameMapping[name] << std::endl;
-    m_OutputTensors_new.push_back(m_NameToLayerNameMapping[name]);
+    std::cout << "DEBUG m_UserNameToLayerNameMapping[name] OUTPUT " << m_UserNameToLayerNameMapping[name] << std::endl;
+    m_OutputTensors_new.push_back(m_UserNameToLayerNameMapping[name]);
   }
 
  
@@ -177,7 +177,7 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
   { 
     std::string name = output.first;
     std::string layerName = output.second.name();
-    m_NameToLayerNameMapping[name] = layerName;
+    m_UserNameToLayerNameMapping[name] = layerName;
     std::cout << "DEBUG dans boucle output: GenerateOutputInformation pour remplir mapping " << name << std::endl;
     std::cout << "                        :                                      layername " << layerName << std::endl;
   } 
@@ -185,7 +185,7 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
   { 
     std::string inputName = input.first;
     std::string layerName = input.second.name();
-    m_NameToLayerNameMapping[inputName] = layerName;
+    m_UserNameToLayerNameMapping[inputName] = layerName;
     std::cout << "DEBUG dans boucle input: GenerateOutputInformation pour remplir mapping " << inputName << std::endl;
     std::cout << "                       :                                      layername " << layerName << std::endl;
   }
diff --git a/include/otbTensorflowMultisourceModelFilter.hxx b/include/otbTensorflowMultisourceModelFilter.hxx
index 9f637589..9950c491 100644
--- a/include/otbTensorflowMultisourceModelFilter.hxx
+++ b/include/otbTensorflowMultisourceModelFilter.hxx
@@ -400,21 +400,21 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
   {
     std::string name = output.first;
     std::string layerName = output.second.name();
-    //m_NameToLayerNameMapping[name] = layerName;
+    //m_UserNameToLayerNameMapping[name] = layerName;
     std::cout << "DEBUG dans ModelFiler.hxx : outs pour remplir mapping " << name << std::endl;
   }
   for (auto& output: this->GetSignatureDef().outputs())
   {
     std::string name = output.first;
     std::string layerName = output.second.name();
-    //m_NameToLayerNameMapping[name] = layerName;
+    //m_UserNameToLayerNameMapping[name] = layerName;
     std::cout << "DEBUG dans ModelFiler.hxx : this->GetSignatureDef().outputs() pour remplir mapping " << name << std::endl;
   } 
   for (auto& input: this->GetSignatureDef().inputs())
   {
     std::string inputName = input.first;
     std::string layerName = input.second.name();
-    //m_NameToLayerNameMapping[inputName] = layerName;
+    //m_UserNameToLayerNameMapping[inputName] = layerName;
     std::cout << "DEBUG dans ModelFilter.hxx: this->GetSignatureDef().inputs() pour remplir mapping " << inputName << std::endl;
   } 
 
-- 
GitLab


From fa1f8c3356d9ea52baf31e3731994ca3ab12b3bf Mon Sep 17 00:00:00 2001
From: Narcon Nicolas <nicolas.narcon@inrae.fr>
Date: Fri, 27 Aug 2021 10:43:56 +0200
Subject: [PATCH 009/281] WIP: try some better backward comp when the signature
 is not serving_default

---
 app/otbTensorflowModelServe.cxx             |  2 +-
 include/otbTensorflowMultisourceModelBase.h | 14 +++++++++++++-
 2 files changed, 14 insertions(+), 2 deletions(-)

diff --git a/app/otbTensorflowModelServe.cxx b/app/otbTensorflowModelServe.cxx
index bd7cc0e7..0d13fa41 100644
--- a/app/otbTensorflowModelServe.cxx
+++ b/app/otbTensorflowModelServe.cxx
@@ -255,7 +255,7 @@ public:
     m_TFFilter = TFModelFilterType::New();
     m_TFFilter->SetGraph(m_SavedModel.meta_graph_def.graph_def());
     m_TFFilter->SetSession(m_SavedModel.session.get());
-    m_TFFilter->SetSignatureDef(m_SavedModel.GetSignatures().at("serving_default"));
+    m_TFFilter->SearchAndSetSignatureDef(m_SavedModel.GetSignatures());
     m_TFFilter->SetOutputTensors(GetParameterStringList("output.names"));
     m_TFFilter->SetOutputSpacingScale(GetParameterFloat("output.spcscale"));
     otbAppLogINFO("Output spacing ratio: " << m_TFFilter->GetOutputSpacingScale());
diff --git a/include/otbTensorflowMultisourceModelBase.h b/include/otbTensorflowMultisourceModelBase.h
index cd3955e3..49db4141 100644
--- a/include/otbTensorflowMultisourceModelBase.h
+++ b/include/otbTensorflowMultisourceModelBase.h
@@ -19,6 +19,8 @@
 // Tensorflow
 #include "tensorflow/core/public/session.h"
 #include "tensorflow/core/platform/env.h"
+//#include "tensorflow/core/protobuf/meta_graph.pb.h"
+//#include "tensorflow/core/protobuf/graph_debug_info.pb.h"
 
 // Tensorflow helpers
 #include "otbTensorflowGraphOperations.h"
@@ -107,7 +109,17 @@ public:
   tensorflow::GraphDef GetGraph()                { return m_Graph ;     }
   void SetSession(tensorflow::Session * session) { m_Session = session; }
   tensorflow::Session * GetSession()             { return m_Session;    }
-  void SetSignatureDef(tensorflow::SignatureDef signature_def) {m_SignatureDef = signature_def;   }
+  void SearchAndSetSignatureDef(tensorflow::protobuf::Map<std::string, tensorflow::SignatureDef> signatures) 
+  {
+	  // If serving_default key exists (which is the default for TF saved model), choose it as signature
+	  // Else, choose the first one
+	  if (signatures.contains("serving_default"){
+		 m_SignatureDef = signatures.at("serving_default");
+	  } else {
+		 m_SignatureDef = signatures.begin()->second;
+	  }
+
+  }
   tensorflow::SignatureDef GetSignatureDef()                {return m_SignatureDef;         }
 
   /** Model parameters */
-- 
GitLab


From 9756a0c45af501658c66328f6135319c8165725b Mon Sep 17 00:00:00 2001
From: Narcon Nicolas <nicolas.narcon@inrae.fr>
Date: Mon, 30 Aug 2021 09:57:06 +0200
Subject: [PATCH 010/281] FIX: remove obsolete code and handle the :0 at the
 end of a layer name

---
 include/otbTensorflowMultisourceModelBase.h   | 13 +++++++---
 include/otbTensorflowMultisourceModelBase.hxx | 17 ++++++-------
 .../otbTensorflowMultisourceModelFilter.hxx   | 25 -------------------
 3 files changed, 16 insertions(+), 39 deletions(-)

diff --git a/include/otbTensorflowMultisourceModelBase.h b/include/otbTensorflowMultisourceModelBase.h
index 49db4141..9f65824e 100644
--- a/include/otbTensorflowMultisourceModelBase.h
+++ b/include/otbTensorflowMultisourceModelBase.h
@@ -19,8 +19,6 @@
 // Tensorflow
 #include "tensorflow/core/public/session.h"
 #include "tensorflow/core/platform/env.h"
-//#include "tensorflow/core/protobuf/meta_graph.pb.h"
-//#include "tensorflow/core/protobuf/graph_debug_info.pb.h"
 
 // Tensorflow helpers
 #include "otbTensorflowGraphOperations.h"
@@ -109,13 +107,20 @@ public:
   tensorflow::GraphDef GetGraph()                { return m_Graph ;     }
   void SetSession(tensorflow::Session * session) { m_Session = session; }
   tensorflow::Session * GetSession()             { return m_Session;    }
-  void SearchAndSetSignatureDef(tensorflow::protobuf::Map<std::string, tensorflow::SignatureDef> signatures) 
+  void SearchAndSetSignatureDef(const tensorflow::protobuf::Map<std::string, tensorflow::SignatureDef> signatures) 
   {
+	  //*msg_proto->mutable_count() = msg_test;
+	  std::cout << "AVANT signature search" << std::endl;
 	  // If serving_default key exists (which is the default for TF saved model), choose it as signature
 	  // Else, choose the first one
-	  if (signatures.contains("serving_default"){
+	  if (signatures.contains("serving_default")){
 		 m_SignatureDef = signatures.at("serving_default");
 	  } else {
+		 m_SignatureDef = signatures.at("model");
+		 std::cout << "Debug avant .begin()" << std::endl;
+		 auto debug = *(signatures.begin());
+		 std::cout << "Debug après .begin()" << std::endl;
+		 std::cout << "FIRST SIGNATUREDEF" << signatures.begin()->first << std::endl;
 		 m_SignatureDef = signatures.begin()->second;
 	  }
 
diff --git a/include/otbTensorflowMultisourceModelBase.hxx b/include/otbTensorflowMultisourceModelBase.hxx
index 9699af6f..2729aa7e 100644
--- a/include/otbTensorflowMultisourceModelBase.hxx
+++ b/include/otbTensorflowMultisourceModelBase.hxx
@@ -122,10 +122,7 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
   auto status = this->GetSession()->Run(inputs_new, m_OutputTensors_new, m_TargetNodesNames, &outputs);
  
   // DEBUG
-  tensorflow::Tensor& output = outputs[0];
-  std::cout << "<<<<<<<<<<<<<<<<<<TENSOR INFO<<<<<<<<<<<<<<<<<<<"<<std::endl;
-  std::cout << otb::tf::PrintTensorInfos(output) << std::endl;
-  std::cout << "<<<<<<<<<<<<<<<<<<TENSOR INFO<<<<<<<<<<<<<<<<<<<"<<std::endl;
+  std::cout << "<<<<<<<<<<<<<<<<<<< after this.GetSession<<<<<<<<<<<<<<<<<<"<<std::endl;
   std::cout << " " << std::endl;
 
   if (!status.ok()) {
@@ -175,18 +172,18 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
   tensorflow::SignatureDef signaturedef = this->GetSignatureDef();
   for (auto& output: signaturedef.outputs())
   { 
-    std::string name = output.first;
+    std::string userName = output.first.substr(0, output.first.find(":"));
     std::string layerName = output.second.name();
-    m_UserNameToLayerNameMapping[name] = layerName;
-    std::cout << "DEBUG dans boucle output: GenerateOutputInformation pour remplir mapping " << name << std::endl;
+    m_UserNameToLayerNameMapping[userName] = layerName;
+    std::cout << "DEBUG dans boucle output: GenerateOutputInformation pour remplir mapping " << userName << std::endl;
     std::cout << "                        :                                      layername " << layerName << std::endl;
   } 
   for (auto& input: signaturedef.inputs())
   { 
-    std::string inputName = input.first;
+    std::string userName = input.first.substr(0, input.first.find(":"));
     std::string layerName = input.second.name();
-    m_UserNameToLayerNameMapping[inputName] = layerName;
-    std::cout << "DEBUG dans boucle input: GenerateOutputInformation pour remplir mapping " << inputName << std::endl;
+    m_UserNameToLayerNameMapping[userName] = layerName;
+    std::cout << "DEBUG dans boucle input: GenerateOutputInformation pour remplir mapping " << userName << std::endl;
     std::cout << "                       :                                      layername " << layerName << std::endl;
   }
 
diff --git a/include/otbTensorflowMultisourceModelFilter.hxx b/include/otbTensorflowMultisourceModelFilter.hxx
index 9950c491..220aef6b 100644
--- a/include/otbTensorflowMultisourceModelFilter.hxx
+++ b/include/otbTensorflowMultisourceModelFilter.hxx
@@ -394,31 +394,6 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
   DictType inputs;
 
 
-  // DEBUG Tentative
-  auto outs = this->GetSignatureDef().outputs();
-  for (auto& output: outs)
-  {
-    std::string name = output.first;
-    std::string layerName = output.second.name();
-    //m_UserNameToLayerNameMapping[name] = layerName;
-    std::cout << "DEBUG dans ModelFiler.hxx : outs pour remplir mapping " << name << std::endl;
-  }
-  for (auto& output: this->GetSignatureDef().outputs())
-  {
-    std::string name = output.first;
-    std::string layerName = output.second.name();
-    //m_UserNameToLayerNameMapping[name] = layerName;
-    std::cout << "DEBUG dans ModelFiler.hxx : this->GetSignatureDef().outputs() pour remplir mapping " << name << std::endl;
-  } 
-  for (auto& input: this->GetSignatureDef().inputs())
-  {
-    std::string inputName = input.first;
-    std::string layerName = input.second.name();
-    //m_UserNameToLayerNameMapping[inputName] = layerName;
-    std::cout << "DEBUG dans ModelFilter.hxx: this->GetSignatureDef().inputs() pour remplir mapping " << inputName << std::endl;
-  } 
-
-
   // Populate input tensors
   for (unsigned int i = 0 ; i < nInputs ; i++)
     {
-- 
GitLab


From e58f9f971166249964768e6fe661c1e709cb32d3 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicolas=20Nar=C3=A7on?= <nicolas.narcon@inrae.fr>
Date: Mon, 30 Aug 2021 15:11:58 +0200
Subject: [PATCH 011/281] WIP: changing all setters of filter to SetSavedModel

---
 app/otbTensorflowModelServe.cxx               |   4 +-
 include/otbTensorflowGraphOperations.cxx      | 151 ++----------------
 include/otbTensorflowMultisourceModelBase.h   |  20 ++-
 include/otbTensorflowMultisourceModelBase.hxx |  10 +-
 4 files changed, 27 insertions(+), 158 deletions(-)

diff --git a/app/otbTensorflowModelServe.cxx b/app/otbTensorflowModelServe.cxx
index 0d13fa41..269315d9 100644
--- a/app/otbTensorflowModelServe.cxx
+++ b/app/otbTensorflowModelServe.cxx
@@ -253,9 +253,7 @@ public:
 
     // Setup filter
     m_TFFilter = TFModelFilterType::New();
-    m_TFFilter->SetGraph(m_SavedModel.meta_graph_def.graph_def());
-    m_TFFilter->SetSession(m_SavedModel.session.get());
-    m_TFFilter->SearchAndSetSignatureDef(m_SavedModel.GetSignatures());
+    m_TFFilter->SetSavedModel(*m_SavedModel);
     m_TFFilter->SetOutputTensors(GetParameterStringList("output.names"));
     m_TFFilter->SetOutputSpacingScale(GetParameterFloat("output.spcscale"));
     otbAppLogINFO("Output spacing ratio: " << m_TFFilter->GetOutputSpacingScale());
diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index 90e469d4..4ccdce3f 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -79,70 +79,10 @@ tensorflow::GraphDef LoadGraph(std::string filename)
 }
 
 
-// Get the following attributes of the specified output tensors (by name) of a graph:
-// - shape
-// - datatype
-void GetOutputAttributes(const tensorflow::SignatureDef& signature_def, std::vector<std::string> & tensorsNames,
-    std::vector<tensorflow::TensorShapeProto> & shapes, std::vector<tensorflow::DataType> & dataTypes)
-{
-  // Allocation
-  shapes.clear();
-  shapes.reserve(tensorsNames.size());
-  dataTypes.clear();
-  dataTypes.reserve(tensorsNames.size());
-
-  // Get infos
-  for (std::vector<std::string>::iterator nameIt = tensorsNames.begin();
-      nameIt != tensorsNames.end(); ++nameIt)
-  {
-    bool found = false;
-    std::cout << "Searching for corresponding node of  : " << (*nameIt) << std::endl;
-    for (auto const & output : signature_def.outputs())
-      // output is a pair (name, tensor_info)
-      // cf https://stackoverflow.com/questions/63181951/how-to-get-graph-or-graphdef-from-a-given-model
-    {
-      std::string layername = output.first;
-      if (layername.substr(0, layername.find(":")).compare((*nameIt)) == 0)
-        {
-          found = true;
-	  const tensorflow::TensorInfo& tensor_info = output.second;
-
-	  // DEBUG
-          std::cout << "\tPrintDebugString --------------------------------";
-          std::cout << std::endl;
-          tensor_info.PrintDebugString();
-          std::cout << "\t-------------------------------------------------" << std::endl;
-
-
-	  // Set default to DT_FLOAT
-	  tensorflow::DataType ts_dt = tensorflow::DT_FLOAT;
-
-	  // Default (input?) tensor type
-	  ts_dt = tensor_info.dtype();
-	  dataTypes.push_back(ts_dt);
-
-	  // Get the tensor's shape
-	  // Here we assure it's a tensor, with 1 shape
-	  tensorflow::TensorShapeProto ts_shp = tensor_info.tensor_shape();
-	  shapes.push_back(ts_shp);
-      }
-    }
-
-    if (!found)
-    {
-      itkGenericExceptionMacro("Tensor name \"" << (*nameIt) << "\" not found" );
-    }
-
-  }
-
-}
-
-
-//
-// Get the following attributes of the specified input tensors (by name) of a graph:
+// Get the following attributes of the specified tensors (by name) of a graph:
 // - shape
 // - datatype
-void GetInputAttributes(const tensorflow::SignatureDef& signature_def, std::vector<std::string> & tensorsNames,
+void GetTensorAttributes(const map<string, TensorInfo> layers, std::vector<std::string> & tensorsNames,
     std::vector<tensorflow::TensorShapeProto> & shapes, std::vector<tensorflow::DataType> & dataTypes)
 {
   // Allocation
@@ -151,28 +91,27 @@ void GetInputAttributes(const tensorflow::SignatureDef& signature_def, std::vect
   dataTypes.clear();
   dataTypes.reserve(tensorsNames.size());
 
-  
   // Get infos
   for (std::vector<std::string>::iterator nameIt = tensorsNames.begin();
       nameIt != tensorsNames.end(); ++nameIt)
   {
     bool found = false;
     std::cout << "Searching for corresponding node of  : " << (*nameIt) << std::endl;
-    for (auto const & input : signature_def.inputs())
-      // input is a pair (name, tensor_info)
+    for (auto const & layer : layers)
+      // layer is a pair (name, tensor_info)
       // cf https://stackoverflow.com/questions/63181951/how-to-get-graph-or-graphdef-from-a-given-model
     {
-      std::string layername = input.first;
+      std::string layername = layer.first;
       if (layername.substr(0, layername.find(":")).compare((*nameIt)) == 0)
         {
           found = true;
-	  const tensorflow::TensorInfo& tensor_info = input.second;
+	  const tensorflow::TensorInfo& tensor_info = layer.second;
 
 	  // DEBUG
-          std::cout << "\tPrintDebugString --------------------------------";
-          std::cout << std::endl;
-          tensor_info.PrintDebugString();
-          std::cout << "\t-------------------------------------------------" << std::endl;
+      std::cout << "\tPrintDebugString --------------------------------";
+      std::cout << std::endl;
+      tensor_info.PrintDebugString();
+      std::cout << "\t-------------------------------------------------" << std::endl;
 
 
 	  // Set default to DT_FLOAT
@@ -198,76 +137,6 @@ void GetInputAttributes(const tensorflow::SignatureDef& signature_def, std::vect
 
 }
 
-
-
-//
-// Get the following attributes of the specified tensors (by name) of a graph:
-// - shape
-// - datatype
-// Here we assume that the node's output is a tensor
-//
-void GetTensorAttributes(const tensorflow::GraphDef & graph, std::vector<std::string> & tensorsNames,
-    std::vector<tensorflow::TensorShapeProto> & shapes, std::vector<tensorflow::DataType> & dataTypes)
-{
-  // Allocation
-  shapes.clear();
-  shapes.reserve(tensorsNames.size());
-  dataTypes.clear();
-  dataTypes.reserve(tensorsNames.size());
-
-  // Get infos
-  for (std::vector<std::string>::iterator nameIt = tensorsNames.begin();
-      nameIt != tensorsNames.end(); ++nameIt)
-  {
-    bool found = false;
-    for (int i = 0 ; i < graph.node_size() ; i++)
-    {
-      tensorflow::NodeDef node = graph.node(i);
-
-
-      if (node.name().compare((*nameIt)) == 0)
-      {
-        found = true;
-
-        // Set default to DT_FLOAT
-        tensorflow::DataType ts_dt = tensorflow::DT_FLOAT;
-
-        // Default (input?) tensor type
-        auto test_is_output = node.attr().find("T");
-        if (test_is_output != node.attr().end())
-        {
-          ts_dt = node.attr().at("T").type();
-        }
-        auto test_has_dtype = node.attr().find("dtype");
-        if (test_has_dtype != node.attr().end())
-        {
-          ts_dt = node.attr().at("dtype").type();
-        }
-        auto test_output_type = node.attr().find("output_type");
-        if (test_output_type != node.attr().end())
-        {
-          // if there is an output type, we take it instead of the
-          // datatype of the input tensor
-          ts_dt = node.attr().at("output_type").type();
-        }
-        dataTypes.push_back(ts_dt);
-
-        // Get the tensor's shape
-        // Here we assure it's a tensor, with 1 shape
-        tensorflow::TensorShapeProto ts_shp = node.attr().at("_output_shapes").list().shape(0);
-        shapes.push_back(ts_shp);
-      }
-    }
-
-    if (!found)
-    {
-      itkGenericExceptionMacro("Tensor name \"" << (*nameIt) << "\" not found" );
-    }
-
-  }
-
-}
-
 //
 // Print a lot of stuff about the specified nodes of the graph
 //
diff --git a/include/otbTensorflowMultisourceModelBase.h b/include/otbTensorflowMultisourceModelBase.h
index 9f65824e..0088a880 100644
--- a/include/otbTensorflowMultisourceModelBase.h
+++ b/include/otbTensorflowMultisourceModelBase.h
@@ -103,20 +103,18 @@ public:
   typedef std::vector<tensorflow::Tensor>            TensorListType;
 
   /** Set and Get the Tensorflow session and graph */
-  void SetGraph(tensorflow::GraphDef graph)      { m_Graph = graph;     }
-  tensorflow::GraphDef GetGraph()                { return m_Graph ;     }
-  void SetSession(tensorflow::Session * session) { m_Session = session; }
-  tensorflow::Session * GetSession()             { return m_Session;    }
+  void SetSaveModel(tensorflow::SavedModelBundle * saved_model;)      { m_SavedModel = saved_model;     }
+  tensorflow::SavedModelBundle * GetSavedModel()                { return m_SavedModel;     }
+
   void SearchAndSetSignatureDef(const tensorflow::protobuf::Map<std::string, tensorflow::SignatureDef> signatures) 
   {
 	  //*msg_proto->mutable_count() = msg_test;
 	  std::cout << "AVANT signature search" << std::endl;
 	  // If serving_default key exists (which is the default for TF saved model), choose it as signature
 	  // Else, choose the first one
-	  if (signatures.contains("serving_default")){
-		 m_SignatureDef = signatures.at("serving_default");
+	  if (signatures.contains(tensorflow::kDefaultServingSignatureDefKey)){
+		 m_SignatureDef = signatures.at(tensorflow::kDefaultServingSignatureDefKey);
 	  } else {
-		 m_SignatureDef = signatures.at("model");
 		 std::cout << "Debug avant .begin()" << std::endl;
 		 auto debug = *(signatures.begin());
 		 std::cout << "Debug après .begin()" << std::endl;
@@ -125,7 +123,6 @@ public:
 	  }
 
   }
-  tensorflow::SignatureDef GetSignatureDef()                {return m_SignatureDef;         }
 
   /** Model parameters */
   void PushBackInputTensorBundle(std::string name, SizeType receptiveField, ImagePointerType image);
@@ -176,9 +173,10 @@ private:
   void operator=(const Self&); //purposely not implemented
 
   // Tensorflow graph and session
-  tensorflow::GraphDef       m_Graph;                   // The TensorFlow graph
-  tensorflow::Session *      m_Session;                 // The TensorFlow session
-  tensorflow::SignatureDef   m_SignatureDef;            // The TensorFlow SignatureDef
+  tensorflow::GraphDef           m_Graph;               // The TensorFlow graph
+  tensorflow::Session *          m_Session;             // The TensorFlow session
+  tensorflow::SignatureDef       m_SignatureDef;        // The TensorFlow SignatureDef
+  tensorflow::SavedModelBundle * m_SavedModel;          // The TensorFlow model
 
   // Model parameters
   StringList                 m_InputPlaceholders;       // Input placeholders names
diff --git a/include/otbTensorflowMultisourceModelBase.hxx b/include/otbTensorflowMultisourceModelBase.hxx
index 2729aa7e..dacd5691 100644
--- a/include/otbTensorflowMultisourceModelBase.hxx
+++ b/include/otbTensorflowMultisourceModelBase.hxx
@@ -117,12 +117,14 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
   }
 
  
+  // DEBUG
+  std::cout << "<<<<<<<<<<<<<<<<<<< before this->GetSavedModel()->session<<<<<<<<<<<<<<<<<<"<<std::endl;
 
   // Run the session, evaluating our output tensors from the graph
-  auto status = this->GetSession()->Run(inputs_new, m_OutputTensors_new, m_TargetNodesNames, &outputs);
+  auto status = this->GetSavedModel()->session.get()->Run(inputs_new, m_OutputTensors_new, m_TargetNodesNames, &outputs);
  
   // DEBUG
-  std::cout << "<<<<<<<<<<<<<<<<<<< after this.GetSession<<<<<<<<<<<<<<<<<<"<<std::endl;
+  std::cout << "<<<<<<<<<<<<<<<<<<< after this->GetSavedModel()->session<<<<<<<<<<<<<<<<<<"<<std::endl;
   std::cout << " " << std::endl;
 
   if (!status.ok()) {
@@ -169,7 +171,9 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
   //////////////////////////////////////////////////////////////////////////////////////////
   //                               Get tensors information
   //////////////////////////////////////////////////////////////////////////////////////////
-  tensorflow::SignatureDef signaturedef = this->GetSignatureDef();
+  // Set all subelement of the model
+  auto signatures = this->GetSavedModel()->GetSignatures();
+  signaturedef = this->SearchAndSetSignatureDef(signatures);
   for (auto& output: signaturedef.outputs())
   { 
     std::string userName = output.first.substr(0, output.first.find(":"));
-- 
GitLab


From 02c1eabccefbe62151fe97a3cab5cfe417054b9c Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicolas=20Nar=C3=A7on?= <nicolas.narcon@inrae.fr>
Date: Mon, 30 Aug 2021 15:23:31 +0200
Subject: [PATCH 012/281] COMP: some fixes

---
 app/otbTensorflowModelServe.cxx               | 2 +-
 include/otbTensorflowGraphOperations.cxx      | 2 +-
 include/otbTensorflowMultisourceModelBase.h   | 3 ++-
 include/otbTensorflowMultisourceModelBase.hxx | 6 +++---
 4 files changed, 7 insertions(+), 6 deletions(-)

diff --git a/app/otbTensorflowModelServe.cxx b/app/otbTensorflowModelServe.cxx
index 269315d9..4409eb76 100644
--- a/app/otbTensorflowModelServe.cxx
+++ b/app/otbTensorflowModelServe.cxx
@@ -253,7 +253,7 @@ public:
 
     // Setup filter
     m_TFFilter = TFModelFilterType::New();
-    m_TFFilter->SetSavedModel(*m_SavedModel);
+    m_TFFilter->SetSavedModel(m_SavedModel);
     m_TFFilter->SetOutputTensors(GetParameterStringList("output.names"));
     m_TFFilter->SetOutputSpacingScale(GetParameterFloat("output.spcscale"));
     otbAppLogINFO("Output spacing ratio: " << m_TFFilter->GetOutputSpacingScale());
diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index 4ccdce3f..3eac1818 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -82,7 +82,7 @@ tensorflow::GraphDef LoadGraph(std::string filename)
 // Get the following attributes of the specified tensors (by name) of a graph:
 // - shape
 // - datatype
-void GetTensorAttributes(const map<string, TensorInfo> layers, std::vector<std::string> & tensorsNames,
+void GetTensorAttributes(const std::map<std::string, tensorflow::TensorInfo> layers, std::vector<std::string> & tensorsNames,
     std::vector<tensorflow::TensorShapeProto> & shapes, std::vector<tensorflow::DataType> & dataTypes)
 {
   // Allocation
diff --git a/include/otbTensorflowMultisourceModelBase.h b/include/otbTensorflowMultisourceModelBase.h
index 0088a880..8294b7f1 100644
--- a/include/otbTensorflowMultisourceModelBase.h
+++ b/include/otbTensorflowMultisourceModelBase.h
@@ -19,6 +19,7 @@
 // Tensorflow
 #include "tensorflow/core/public/session.h"
 #include "tensorflow/core/platform/env.h"
+#include "tensorflow/cc/saved_model/signature_constants.h"
 
 // Tensorflow helpers
 #include "otbTensorflowGraphOperations.h"
@@ -103,7 +104,7 @@ public:
   typedef std::vector<tensorflow::Tensor>            TensorListType;
 
   /** Set and Get the Tensorflow session and graph */
-  void SetSaveModel(tensorflow::SavedModelBundle * saved_model;)      { m_SavedModel = saved_model;     }
+  void SetSavedModel(tensorflow::SavedModelBundle * saved_model)      { m_SavedModel = saved_model;     }
   tensorflow::SavedModelBundle * GetSavedModel()                { return m_SavedModel;     }
 
   void SearchAndSetSignatureDef(const tensorflow::protobuf::Map<std::string, tensorflow::SignatureDef> signatures) 
diff --git a/include/otbTensorflowMultisourceModelBase.hxx b/include/otbTensorflowMultisourceModelBase.hxx
index dacd5691..36ac4f36 100644
--- a/include/otbTensorflowMultisourceModelBase.hxx
+++ b/include/otbTensorflowMultisourceModelBase.hxx
@@ -173,7 +173,7 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
   //////////////////////////////////////////////////////////////////////////////////////////
   // Set all subelement of the model
   auto signatures = this->GetSavedModel()->GetSignatures();
-  signaturedef = this->SearchAndSetSignatureDef(signatures);
+  auto signaturedef = this->SearchAndSetSignatureDef(signatures);
   for (auto& output: signaturedef.outputs())
   { 
     std::string userName = output.first.substr(0, output.first.find(":"));
@@ -192,8 +192,8 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
   }
 
   // Get input and output tensors datatypes and shapes
-  tf::GetInputAttributes(this->GetSignatureDef(), m_InputPlaceholders, m_InputTensorsShapes, m_InputTensorsDataTypes);
-  tf::GetOutputAttributes(this->GetSignatureDef(), m_OutputTensors, m_OutputTensorsShapes, m_OutputTensorsDataTypes);
+  tf::GetTensorAttributes(signaturedef.inputs(), m_InputPlaceholders, m_InputTensorsShapes, m_InputTensorsDataTypes);
+  tf::GetTensorAttributes(signaturedef.outputs(), m_OutputTensors, m_OutputTensorsShapes, m_OutputTensorsDataTypes);
 
  }
 
-- 
GitLab


From 16930e51e8d9c0deb9524e66296803a5e1a2feb7 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicolas=20Nar=C3=A7on?= <nicolas.narcon@inrae.fr>
Date: Mon, 30 Aug 2021 16:28:39 +0200
Subject: [PATCH 013/281] COMP: changing the savedmodel from pointer to object
 & removing SetGraph/Session from training

---
 app/otbTensorflowModelTrain.cxx               | 3 +--
 include/otbTensorflowMultisourceModelBase.h   | 4 ++--
 include/otbTensorflowMultisourceModelBase.hxx | 8 ++++----
 3 files changed, 7 insertions(+), 8 deletions(-)

diff --git a/app/otbTensorflowModelTrain.cxx b/app/otbTensorflowModelTrain.cxx
index b37c72c3..e4a0bc67 100644
--- a/app/otbTensorflowModelTrain.cxx
+++ b/app/otbTensorflowModelTrain.cxx
@@ -422,8 +422,7 @@ public:
 
     // Setup training filter
     m_TrainModelFilter = TrainModelFilterType::New();
-    m_TrainModelFilter->SetGraph(m_SavedModel.meta_graph_def.graph_def());
-    m_TrainModelFilter->SetSession(m_SavedModel.session.get());
+    m_TrainModelFilter->SetSavedModel(m_SavedModel);
     m_TrainModelFilter->SetOutputTensors(GetParameterStringList("training.outputtensors"));
     m_TrainModelFilter->SetTargetNodesNames(GetParameterStringList("training.targetnodes"));
     m_TrainModelFilter->SetBatchSize(GetParameterInt("training.batchsize"));
diff --git a/include/otbTensorflowMultisourceModelBase.h b/include/otbTensorflowMultisourceModelBase.h
index 8294b7f1..87e871b5 100644
--- a/include/otbTensorflowMultisourceModelBase.h
+++ b/include/otbTensorflowMultisourceModelBase.h
@@ -104,8 +104,8 @@ public:
   typedef std::vector<tensorflow::Tensor>            TensorListType;
 
   /** Set and Get the Tensorflow session and graph */
-  void SetSavedModel(tensorflow::SavedModelBundle * saved_model)      { m_SavedModel = saved_model;     }
-  tensorflow::SavedModelBundle * GetSavedModel()                { return m_SavedModel;     }
+  void SetSavedModel(tensorflow::SavedModelBundle saved_model)      { m_SavedModel = saved_model;     }
+  tensorflow::SavedModelBundle GetSavedModel()                { return m_SavedModel;     }
 
   void SearchAndSetSignatureDef(const tensorflow::protobuf::Map<std::string, tensorflow::SignatureDef> signatures) 
   {
diff --git a/include/otbTensorflowMultisourceModelBase.hxx b/include/otbTensorflowMultisourceModelBase.hxx
index 36ac4f36..554c443e 100644
--- a/include/otbTensorflowMultisourceModelBase.hxx
+++ b/include/otbTensorflowMultisourceModelBase.hxx
@@ -118,13 +118,13 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
 
  
   // DEBUG
-  std::cout << "<<<<<<<<<<<<<<<<<<< before this->GetSavedModel()->session<<<<<<<<<<<<<<<<<<"<<std::endl;
+  std::cout << "<<<<<<<<<<<<<<<<<<< before this->GetSavedModel().session<<<<<<<<<<<<<<<<<<"<<std::endl;
 
   // Run the session, evaluating our output tensors from the graph
-  auto status = this->GetSavedModel()->session.get()->Run(inputs_new, m_OutputTensors_new, m_TargetNodesNames, &outputs);
+  auto status = this->GetSavedModel().session.get()->Run(inputs_new, m_OutputTensors_new, m_TargetNodesNames, &outputs);
  
   // DEBUG
-  std::cout << "<<<<<<<<<<<<<<<<<<< after this->GetSavedModel()->session<<<<<<<<<<<<<<<<<<"<<std::endl;
+  std::cout << "<<<<<<<<<<<<<<<<<<< after this->GetSavedModel().session<<<<<<<<<<<<<<<<<<"<<std::endl;
   std::cout << " " << std::endl;
 
   if (!status.ok()) {
@@ -172,7 +172,7 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
   //                               Get tensors information
   //////////////////////////////////////////////////////////////////////////////////////////
   // Set all subelement of the model
-  auto signatures = this->GetSavedModel()->GetSignatures();
+  auto signatures = this->GetSavedModel().GetSignatures();
   auto signaturedef = this->SearchAndSetSignatureDef(signatures);
   for (auto& output: signaturedef.outputs())
   { 
-- 
GitLab


From 3f297ed3953a721da0d6a2719411191b02a09ec3 Mon Sep 17 00:00:00 2001
From: Narcon Nicolas <nicolas.narcon@inrae.fr>
Date: Tue, 31 Aug 2021 09:01:40 +0200
Subject: [PATCH 014/281] ENH: refactoring, using a pointer to SavedModel |
 remove m_Session and m_Graph | merge GetInputAttributes and
 GetOutputAttributes methods

---
 app/otbTensorflowModelServe.cxx               |  2 +-
 app/otbTensorflowModelTrain.cxx               |  5 ++---
 include/otbTensorflowGraphOperations.cxx      |  2 +-
 include/otbTensorflowGraphOperations.h        |  6 +-----
 include/otbTensorflowMultisourceModelBase.h   | 18 +++++++++---------
 include/otbTensorflowMultisourceModelBase.hxx |  6 ++----
 6 files changed, 16 insertions(+), 23 deletions(-)

diff --git a/app/otbTensorflowModelServe.cxx b/app/otbTensorflowModelServe.cxx
index 4409eb76..d9cd1d40 100644
--- a/app/otbTensorflowModelServe.cxx
+++ b/app/otbTensorflowModelServe.cxx
@@ -253,7 +253,7 @@ public:
 
     // Setup filter
     m_TFFilter = TFModelFilterType::New();
-    m_TFFilter->SetSavedModel(m_SavedModel);
+    m_TFFilter->SetSavedModel(& m_SavedModel);
     m_TFFilter->SetOutputTensors(GetParameterStringList("output.names"));
     m_TFFilter->SetOutputSpacingScale(GetParameterFloat("output.spcscale"));
     otbAppLogINFO("Output spacing ratio: " << m_TFFilter->GetOutputSpacingScale());
diff --git a/app/otbTensorflowModelTrain.cxx b/app/otbTensorflowModelTrain.cxx
index e4a0bc67..2b158408 100644
--- a/app/otbTensorflowModelTrain.cxx
+++ b/app/otbTensorflowModelTrain.cxx
@@ -422,7 +422,7 @@ public:
 
     // Setup training filter
     m_TrainModelFilter = TrainModelFilterType::New();
-    m_TrainModelFilter->SetSavedModel(m_SavedModel);
+    m_TrainModelFilter->SetSavedModel(& m_SavedModel);
     m_TrainModelFilter->SetOutputTensors(GetParameterStringList("training.outputtensors"));
     m_TrainModelFilter->SetTargetNodesNames(GetParameterStringList("training.targetnodes"));
     m_TrainModelFilter->SetBatchSize(GetParameterInt("training.batchsize"));
@@ -445,8 +445,7 @@ public:
       otbAppLogINFO("Set validation mode to classification validation");
 
       m_ValidateModelFilter = ValidateModelFilterType::New();
-      m_ValidateModelFilter->SetGraph(m_SavedModel.meta_graph_def.graph_def());
-      m_ValidateModelFilter->SetSession(m_SavedModel.session.get());
+      m_ValidateModelFilter->SetSavedModel(& m_SavedModel);
       m_ValidateModelFilter->SetBatchSize(GetParameterInt("training.batchsize"));
       m_ValidateModelFilter->SetUserPlaceholders(GetUserPlaceholders("validation.userplaceholders"));
       m_ValidateModelFilter->SetInputPlaceholders(m_InputPlaceholdersForValidation);
diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index 3eac1818..22a85154 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -82,7 +82,7 @@ tensorflow::GraphDef LoadGraph(std::string filename)
 // Get the following attributes of the specified tensors (by name) of a graph:
 // - shape
 // - datatype
-void GetTensorAttributes(const std::map<std::string, tensorflow::TensorInfo> layers, std::vector<std::string> & tensorsNames,
+void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow::TensorInfo> layers, std::vector<std::string> & tensorsNames,
     std::vector<tensorflow::TensorShapeProto> & shapes, std::vector<tensorflow::DataType> & dataTypes)
 {
   // Allocation
diff --git a/include/otbTensorflowGraphOperations.h b/include/otbTensorflowGraphOperations.h
index d78b9892..3e0ced0f 100644
--- a/include/otbTensorflowGraphOperations.h
+++ b/include/otbTensorflowGraphOperations.h
@@ -43,13 +43,9 @@ tensorflow::GraphDef LoadGraph(std::string filename);
 // - shape
 // - datatype
 // Here we assume that the node's output is a tensor
-void GetTensorAttributes(const tensorflow::GraphDef & graph, std::vector<std::string> & tensorsNames,
+void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow::TensorInfo> layers, std::vector<std::string> & tensorsNames,
     std::vector<tensorflow::TensorShapeProto> & shapes, std::vector<tensorflow::DataType> & dataTypes);
 
-void GetInputAttributes(const tensorflow::SavedModelBundle & bundle, std::vector<std::string> & tensorsNames,
-		                    std::vector<tensorflow::TensorShapeProto> & shapes, std::vector<tensorflow::DataType> & dataTypes);
-void GetOutputAttributes(const tensorflow::SavedModelBundle & bundle, std::vector<std::string> & tensorsNames,
-		                    std::vector<tensorflow::TensorShapeProto> & shapes, std::vector<tensorflow::DataType> & dataTypes);
 
 // Print a lot of stuff about the specified nodes of the graph
 void PrintNodeAttributes(const tensorflow::GraphDef & graph, std::vector<std::string> & nodesNames);
diff --git a/include/otbTensorflowMultisourceModelBase.h b/include/otbTensorflowMultisourceModelBase.h
index 87e871b5..9a8bbb91 100644
--- a/include/otbTensorflowMultisourceModelBase.h
+++ b/include/otbTensorflowMultisourceModelBase.h
@@ -104,25 +104,28 @@ public:
   typedef std::vector<tensorflow::Tensor>            TensorListType;
 
   /** Set and Get the Tensorflow session and graph */
-  void SetSavedModel(tensorflow::SavedModelBundle saved_model)      { m_SavedModel = saved_model;     }
-  tensorflow::SavedModelBundle GetSavedModel()                { return m_SavedModel;     }
+  void SetSavedModel(tensorflow::SavedModelBundle * saved_model)      { m_SavedModel = saved_model;     }
+  tensorflow::SavedModelBundle * GetSavedModel()                { return m_SavedModel;     }
 
-  void SearchAndSetSignatureDef(const tensorflow::protobuf::Map<std::string, tensorflow::SignatureDef> signatures) 
+  tensorflow::SignatureDef GetSignatureDef() 
   {
-	  //*msg_proto->mutable_count() = msg_test;
+	  auto signatures = this->GetSavedModel()->GetSignatures();
+	  tensorflow::SignatureDef signature_def;
 	  std::cout << "AVANT signature search" << std::endl;
 	  // If serving_default key exists (which is the default for TF saved model), choose it as signature
 	  // Else, choose the first one
 	  if (signatures.contains(tensorflow::kDefaultServingSignatureDefKey)){
-		 m_SignatureDef = signatures.at(tensorflow::kDefaultServingSignatureDefKey);
+		 signature_def = signatures.at(tensorflow::kDefaultServingSignatureDefKey);
 	  } else {
 		 std::cout << "Debug avant .begin()" << std::endl;
 		 auto debug = *(signatures.begin());
 		 std::cout << "Debug après .begin()" << std::endl;
 		 std::cout << "FIRST SIGNATUREDEF" << signatures.begin()->first << std::endl;
-		 m_SignatureDef = signatures.begin()->second;
+		 signature_def = signatures.begin()->second;
 	  }
 
+	  return signature_def;
+
   }
 
   /** Model parameters */
@@ -174,9 +177,6 @@ private:
   void operator=(const Self&); //purposely not implemented
 
   // Tensorflow graph and session
-  tensorflow::GraphDef           m_Graph;               // The TensorFlow graph
-  tensorflow::Session *          m_Session;             // The TensorFlow session
-  tensorflow::SignatureDef       m_SignatureDef;        // The TensorFlow SignatureDef
   tensorflow::SavedModelBundle * m_SavedModel;          // The TensorFlow model
 
   // Model parameters
diff --git a/include/otbTensorflowMultisourceModelBase.hxx b/include/otbTensorflowMultisourceModelBase.hxx
index 554c443e..a0009988 100644
--- a/include/otbTensorflowMultisourceModelBase.hxx
+++ b/include/otbTensorflowMultisourceModelBase.hxx
@@ -21,7 +21,6 @@ template <class TInputImage, class TOutputImage>
 TensorflowMultisourceModelBase<TInputImage, TOutputImage>
 ::TensorflowMultisourceModelBase()
  {
-  m_Session = nullptr;
   Superclass::SetCoordinateTolerance(itk::NumericTraits<double>::max() );
   Superclass::SetDirectionTolerance(itk::NumericTraits<double>::max() );
  }
@@ -121,7 +120,7 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
   std::cout << "<<<<<<<<<<<<<<<<<<< before this->GetSavedModel().session<<<<<<<<<<<<<<<<<<"<<std::endl;
 
   // Run the session, evaluating our output tensors from the graph
-  auto status = this->GetSavedModel().session.get()->Run(inputs_new, m_OutputTensors_new, m_TargetNodesNames, &outputs);
+  auto status = this->GetSavedModel()->session.get()->Run(inputs_new, m_OutputTensors_new, m_TargetNodesNames, &outputs);
  
   // DEBUG
   std::cout << "<<<<<<<<<<<<<<<<<<< after this->GetSavedModel().session<<<<<<<<<<<<<<<<<<"<<std::endl;
@@ -172,8 +171,7 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
   //                               Get tensors information
   //////////////////////////////////////////////////////////////////////////////////////////
   // Set all subelement of the model
-  auto signatures = this->GetSavedModel().GetSignatures();
-  auto signaturedef = this->SearchAndSetSignatureDef(signatures);
+  auto signaturedef = this->GetSignatureDef();
   for (auto& output: signaturedef.outputs())
   { 
     std::string userName = output.first.substr(0, output.first.find(":"));
-- 
GitLab


From 98193d5f381754bf40185869f3dde4573c43c654 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicolas=20Nar=C3=A7on?= <nicolas.narcon@inrae.fr>
Date: Tue, 31 Aug 2021 10:11:02 +0200
Subject: [PATCH 015/281] WIP: add optional model.tagsets for ModelServe app

---
 app/otbTensorflowModelServe.cxx          | 7 ++++++-
 include/otbTensorflowGraphOperations.cxx | 4 ++--
 2 files changed, 8 insertions(+), 3 deletions(-)

diff --git a/app/otbTensorflowModelServe.cxx b/app/otbTensorflowModelServe.cxx
index d9cd1d40..8939dd68 100644
--- a/app/otbTensorflowModelServe.cxx
+++ b/app/otbTensorflowModelServe.cxx
@@ -19,6 +19,7 @@
 // Tensorflow stuff
 #include "tensorflow/core/public/session.h"
 #include "tensorflow/core/platform/env.h"
+#include "tensorflow/cc/saved_model/signature_constants.h"
 
 // Tensorflow model filter
 #include "otbTensorflowMultisourceModelFilter.h"
@@ -175,6 +176,8 @@ public:
     SetParameterDescription                  ("model.userplaceholders", "Syntax to use is \"placeholder_1=value_1 ... placeholder_N=value_N\"");
     AddParameter(ParameterType_Bool,          "model.fullyconv", "Fully convolutional");
     MandatoryOff                             ("model.fullyconv");
+    AddParameter(ParameterType_StringList,    "model.tagsets",    "Which tags (i.e. v1.MetaGraphDefs) to load from the saved model. Can be retrieved by running `saved_model_cli  show --dir your_model_dir --all`");
+    SetDefaultParameterStringList            ("model.tagsets", {tensorflow::kSavedModelTagServe})
 
     // Output tensors parameters
     AddParameter(ParameterType_Group,         "output",          "Output tensors parameters");
@@ -246,7 +249,9 @@ public:
   {
 
     // Load the Tensorflow bundle
-    tf::LoadModel(GetParameterAsString("model.dir"), m_SavedModel);
+    std::vector<std::string> tagList = GetParameterStringList("model.tagsets");
+    std::unordered_set<std::string> tagSets(tagList.begin(), tagList.end());
+    tf::LoadModel(GetParameterAsString("model.dir"), m_SavedModel, tagSets);
 
     // Prepare inputs
     PrepareInputs();
diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index 22a85154..140eac38 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -49,13 +49,13 @@ void SaveModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bu
 //
 // Load a session and a graph from a folder
 //
-void LoadModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bundle)
+void LoadModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bundle, std::list<std::string> tagsets)
 {
 
   tensorflow::RunOptions runoptions;
   runoptions.set_trace_level(tensorflow::RunOptions_TraceLevel_FULL_TRACE);
   auto status = tensorflow::LoadSavedModel(tensorflow::SessionOptions(), runoptions,
-      path, {tensorflow::kSavedModelTagServe}, &bundle);
+      path, tagsets, &bundle);
   if (!status.ok())
     {
     itkGenericExceptionMacro("Can't load the input model: " << status.ToString() );
-- 
GitLab


From 592e878f36af878e5bf3dff0bc0edca83c302e9f Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicolas=20Nar=C3=A7on?= <nicolas.narcon@inrae.fr>
Date: Tue, 31 Aug 2021 10:29:01 +0200
Subject: [PATCH 016/281] WIP: fix (?) default value for model.tagsets

---
 app/otbTensorflowModelServe.cxx          | 13 ++++++++++---
 include/otbTensorflowGraphOperations.cxx |  2 +-
 2 files changed, 11 insertions(+), 4 deletions(-)

diff --git a/app/otbTensorflowModelServe.cxx b/app/otbTensorflowModelServe.cxx
index 8939dd68..4543bfe9 100644
--- a/app/otbTensorflowModelServe.cxx
+++ b/app/otbTensorflowModelServe.cxx
@@ -177,7 +177,7 @@ public:
     AddParameter(ParameterType_Bool,          "model.fullyconv", "Fully convolutional");
     MandatoryOff                             ("model.fullyconv");
     AddParameter(ParameterType_StringList,    "model.tagsets",    "Which tags (i.e. v1.MetaGraphDefs) to load from the saved model. Can be retrieved by running `saved_model_cli  show --dir your_model_dir --all`");
-    SetDefaultParameterStringList            ("model.tagsets", {tensorflow::kSavedModelTagServe})
+    MandatoryOff                             ("model.tagsets");
 
     // Output tensors parameters
     AddParameter(ParameterType_Group,         "output",          "Output tensors parameters");
@@ -249,8 +249,15 @@ public:
   {
 
     // Load the Tensorflow bundle
-    std::vector<std::string> tagList = GetParameterStringList("model.tagsets");
-    std::unordered_set<std::string> tagSets(tagList.begin(), tagList.end());
+    if (HasUserValue("model.tagsets")){
+        std::vector<std::string> tagList = GetParameterStringList("model.tagsets");
+        std::unordered_set<std::string> tagSets(tagList.begin(), tagList.end()); // convert to unordered_set
+    }else{
+        std::unordered_set<std::string> tagSets = {tensorflow::kSavedModelTagServe};
+    }
+
+
+
     tf::LoadModel(GetParameterAsString("model.dir"), m_SavedModel, tagSets);
 
     // Prepare inputs
diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index 140eac38..4ec8503d 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -49,7 +49,7 @@ void SaveModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bu
 //
 // Load a session and a graph from a folder
 //
-void LoadModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bundle, std::list<std::string> tagsets)
+void LoadModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bundle, std::unordered_set<std::string> tagsets)
 {
 
   tensorflow::RunOptions runoptions;
-- 
GitLab


From a538561f54c99f257108cb65d4c64b1e61eadffe Mon Sep 17 00:00:00 2001
From: Narcon Nicolas <nicolas.narcon@inrae.fr>
Date: Tue, 31 Aug 2021 10:45:03 +0200
Subject: [PATCH 017/281] COMP: missing variable declaration

---
 app/otbTensorflowModelServe.cxx | 5 +++--
 app/otbTensorflowModelTrain.cxx | 2 +-
 2 files changed, 4 insertions(+), 3 deletions(-)

diff --git a/app/otbTensorflowModelServe.cxx b/app/otbTensorflowModelServe.cxx
index 4543bfe9..a2dd69dc 100644
--- a/app/otbTensorflowModelServe.cxx
+++ b/app/otbTensorflowModelServe.cxx
@@ -249,11 +249,12 @@ public:
   {
 
     // Load the Tensorflow bundle
+    std::unordered_set<std::string> tagSets;
     if (HasUserValue("model.tagsets")){
         std::vector<std::string> tagList = GetParameterStringList("model.tagsets");
-        std::unordered_set<std::string> tagSets(tagList.begin(), tagList.end()); // convert to unordered_set
+	std::copy(tagList.begin(), tagList.end(), std::inserter(tagSets, tagSets.end())); // copy in unordered_set
     }else{
-        std::unordered_set<std::string> tagSets = {tensorflow::kSavedModelTagServe};
+        tagSets = {tensorflow::kSavedModelTagServe};
     }
 
 
diff --git a/app/otbTensorflowModelTrain.cxx b/app/otbTensorflowModelTrain.cxx
index 2b158408..11b1bcc1 100644
--- a/app/otbTensorflowModelTrain.cxx
+++ b/app/otbTensorflowModelTrain.cxx
@@ -407,7 +407,7 @@ public:
   {
 
     // Load the Tensorflow bundle
-    tf::LoadModel(GetParameterAsString("model.dir"), m_SavedModel);
+    //tf::LoadModel(GetParameterAsString("model.dir"), m_SavedModel);
 
     // Check if we have to restore variables from somewhere
     if (HasValue("model.restorefrom"))
-- 
GitLab


From 5db72b5576a5aba4f786afffc7daecdeb09747bd Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicolas=20Nar=C3=A7on?= <nicolas.narcon@inrae.fr>
Date: Tue, 31 Aug 2021 10:51:07 +0200
Subject: [PATCH 018/281] WIP: overloading LoadModel method pour accepter ou
 non les tagsets

---
 app/otbTensorflowModelServe.cxx          |  8 ++++----
 app/otbTensorflowModelTrain.cxx          |  2 +-
 include/otbTensorflowGraphOperations.cxx | 17 ++++++++++++++++-
 3 files changed, 21 insertions(+), 6 deletions(-)

diff --git a/app/otbTensorflowModelServe.cxx b/app/otbTensorflowModelServe.cxx
index a2dd69dc..3b0271ca 100644
--- a/app/otbTensorflowModelServe.cxx
+++ b/app/otbTensorflowModelServe.cxx
@@ -249,17 +249,17 @@ public:
   {
 
     // Load the Tensorflow bundle
-    std::unordered_set<std::string> tagSets;
     if (HasUserValue("model.tagsets")){
         std::vector<std::string> tagList = GetParameterStringList("model.tagsets");
-	std::copy(tagList.begin(), tagList.end(), std::inserter(tagSets, tagSets.end())); // copy in unordered_set
+	    std::unordered_set<std::string> tagSets(tagList.begin(), tagList.end()); // convert to unordered_set
+	    tf::LoadModel(GetParameterAsString("model.dir"), m_SavedModel, tagSets);
     }else{
-        tagSets = {tensorflow::kSavedModelTagServe};
+        tf::LoadModel(GetParameterAsString("model.dir"), m_SavedModel);
     }
 
 
 
-    tf::LoadModel(GetParameterAsString("model.dir"), m_SavedModel, tagSets);
+
 
     // Prepare inputs
     PrepareInputs();
diff --git a/app/otbTensorflowModelTrain.cxx b/app/otbTensorflowModelTrain.cxx
index 11b1bcc1..2b158408 100644
--- a/app/otbTensorflowModelTrain.cxx
+++ b/app/otbTensorflowModelTrain.cxx
@@ -407,7 +407,7 @@ public:
   {
 
     // Load the Tensorflow bundle
-    //tf::LoadModel(GetParameterAsString("model.dir"), m_SavedModel);
+    tf::LoadModel(GetParameterAsString("model.dir"), m_SavedModel);
 
     // Check if we have to restore variables from somewhere
     if (HasValue("model.restorefrom"))
diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index 4ec8503d..62809251 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -47,7 +47,7 @@ void SaveModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bu
 }
 
 //
-// Load a session and a graph from a folder
+// Load a mode from a folder
 //
 void LoadModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bundle, std::unordered_set<std::string> tagsets)
 {
@@ -63,6 +63,21 @@ void LoadModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bu
 
 }
 
+void LoadModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bundle)
+{
+
+  tensorflow::RunOptions runoptions;
+  runoptions.set_trace_level(tensorflow::RunOptions_TraceLevel_FULL_TRACE);
+  auto status = tensorflow::LoadSavedModel(tensorflow::SessionOptions(), runoptions,
+      path, {tensorflow::kSavedModelTagServe}, &bundle);
+  if (!status.ok())
+    {
+    itkGenericExceptionMacro("Can't load the input model: " << status.ToString() );
+    }
+
+}
+
+
 //
 // Load a graph from a .meta file
 //
-- 
GitLab


From 7778753450469212427959931baabe97b35c5205 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Tue, 31 Aug 2021 12:55:18 +0200
Subject: [PATCH 019/281] ADD: train test

---
 test/CMakeLists.txt                          |  26 +++++++++++++++++++
 test/data/Sentinel-2_B4328_10m_labels_A.tif  | Bin 0 -> 3286 bytes
 test/data/Sentinel-2_B4328_10m_labels_B.tif  | Bin 0 -> 3286 bytes
 test/data/Sentinel-2_B4328_10m_patches_A.jp2 | Bin 0 -> 756503 bytes
 test/data/Sentinel-2_B4328_10m_patches_B.jp2 | Bin 0 -> 758859 bytes
 5 files changed, 26 insertions(+)
 create mode 100644 test/data/Sentinel-2_B4328_10m_labels_A.tif
 create mode 100644 test/data/Sentinel-2_B4328_10m_labels_B.tif
 create mode 100644 test/data/Sentinel-2_B4328_10m_patches_A.jp2
 create mode 100644 test/data/Sentinel-2_B4328_10m_patches_B.jp2

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index f2f176f4..bb05425f 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -9,6 +9,10 @@ set(IMAGEXS ${DATADIR}/xs_subset.tif)
 set(IMAGEPAN ${DATADIR}/pan_subset.tif)
 set(IMAGEPXS ${DATADIR}/pxs_subset.tif)
 set(IMAGEPXS2 ${DATADIR}/pxs_subset2.tif)
+set(PATCHESA ${DATADIR}/Sentinel-2_B4328_10m_patches_A.jp2)
+set(PATCHESB ${DATADIR}/Sentinel-2_B4328_10m_patches_B.jp2)
+set(LABELSA ${DATADIR}/Sentinel-2_B4328_10m_labels_A.tif)
+set(LABELSB ${DATADIR}/Sentinel-2_B4328_10m_labels_B.tif)
 
 # Input models
 set(MODEL1 ${MODELSDIR}/model1)
@@ -23,6 +27,28 @@ set(MODEL2_FC_OUT apTvClTensorflowModelServeCNN8x8_32x32FC.tif)
 set(MODEL3_PB_OUT apTvClTensorflowModelServeFCNN16x16PB.tif)
 set(MODEL3_FC_OUT apTvClTensorflowModelServeFCNN16x16FC.tif)
 set(MODEL4_FC_OUT apTvClTensorflowModelServeFCNN64x64to32x32.tif)
+set(MODEL1_SAVED model1_updated)
+
+#----------- Model training : 1-branch CNN (16x16) Patch-Based ----------------
+otb_test_application(NAME TensorflowModelTrainCNN16x16PB
+  APP  TensorflowModelTrain
+  OPTIONS 
+  -training.source1.il ${PATCHESA}
+  -training.source1.placeholder "x"
+  -training.source2.il ${LABELSA}
+  -training.source2.placeholder "y"
+  -validation.source1.il ${PATCHESB}
+  -validation.source2.il ${LABELSB}
+  -validation.source1.name "x"
+  -validation.source2.name "prediction"
+  -training.source1.patchsizex 16 -training.source1.patchsizey 16
+  -training.source2.patchsizex 1 -training.source2.patchsizey 1
+  -model.dir ${MODEL1} 
+  -model.saveto ${MODEL1_SAVED} 
+  -training.targetnodes "optimizer"
+  -validation.mode "class"
+  )
+
 
 #----------- Model serving : 1-branch CNN (16x16) Patch-Based ----------------
 otb_test_application(NAME TensorflowModelServeCNN16x16PB
diff --git a/test/data/Sentinel-2_B4328_10m_labels_A.tif b/test/data/Sentinel-2_B4328_10m_labels_A.tif
new file mode 100644
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GIT binary patch
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literal 0
HcmV?d00001

-- 
GitLab


From eb202218fd9152e8612ea4892d61de1a938ae6d2 Mon Sep 17 00:00:00 2001
From: Cresson Remi <remi.cresson@irstea.fr>
Date: Tue, 31 Aug 2021 13:03:30 +0200
Subject: [PATCH 020/281] ADD: signature_constants.h symlinking in Dockerfile

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index 53e3f777..8087ea47 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -77,7 +77,7 @@ RUN git clone --single-branch -b $TF https://github.com/tensorflow/tensorflow.gi
  # Symlink external libs (required for MKL - libiomp5)
  && for f in $(find -L /opt/otbtf/include/tf -wholename "*/external/*/*.so"); do ln -s $f /opt/otbtf/lib/; done \
  # Compress and save TF binaries
- && ( ! $ZIP_TF_BIN || zip -9 -j --symlinks /opt/otbtf/tf-$TF.zip tensorflow/cc/saved_model/tag_constants.h bazel-bin/tensorflow/libtensorflow_cc.so* /tmp/tensorflow_pkg/tensorflow*.whl ) \
+ && ( ! $ZIP_TF_BIN || zip -9 -j --symlinks /opt/otbtf/tf-$TF.zip tensorflow/cc/saved_model/tag_constants.h tensorflow/cc/saved_model/signature_constants.h bazel-bin/tensorflow/libtensorflow_cc.so* /tmp/tensorflow_pkg/tensorflow*.whl ) \
  # Cleaning
  && rm -rf bazel-* /src/tf /root/.cache/ /tmp/*
 
-- 
GitLab


From 95520fe4c9f5589e51dcd267f6d9a90a1cc40cc4 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicolas=20Nar=C3=A7on?= <nicolas.narcon@inrae.fr>
Date: Tue, 31 Aug 2021 14:31:47 +0200
Subject: [PATCH 021/281] ENH: adding tag-sets parameters to ModelTrain |
 handing exception when tag-set does not contain any signature

---
 app/otbTensorflowModelServe.cxx             |  2 +-
 app/otbTensorflowModelTrain.cxx             | 10 +++++++++-
 include/otbTensorflowMultisourceModelBase.h |  4 ++++
 3 files changed, 14 insertions(+), 2 deletions(-)

diff --git a/app/otbTensorflowModelServe.cxx b/app/otbTensorflowModelServe.cxx
index 3b0271ca..5aa25691 100644
--- a/app/otbTensorflowModelServe.cxx
+++ b/app/otbTensorflowModelServe.cxx
@@ -176,7 +176,7 @@ public:
     SetParameterDescription                  ("model.userplaceholders", "Syntax to use is \"placeholder_1=value_1 ... placeholder_N=value_N\"");
     AddParameter(ParameterType_Bool,          "model.fullyconv", "Fully convolutional");
     MandatoryOff                             ("model.fullyconv");
-    AddParameter(ParameterType_StringList,    "model.tagsets",    "Which tags (i.e. v1.MetaGraphDefs) to load from the saved model. Can be retrieved by running `saved_model_cli  show --dir your_model_dir --all`");
+    AddParameter(ParameterType_StringList,    "model.tagsets",    "Which tags (i.e. v1.MetaGraphDefs) to load from the saved model. Currently, only one tag is supported. Can be retrieved by running `saved_model_cli  show --dir your_model_dir --all`");
     MandatoryOff                             ("model.tagsets");
 
     // Output tensors parameters
diff --git a/app/otbTensorflowModelTrain.cxx b/app/otbTensorflowModelTrain.cxx
index 2b158408..439560c5 100644
--- a/app/otbTensorflowModelTrain.cxx
+++ b/app/otbTensorflowModelTrain.cxx
@@ -185,6 +185,8 @@ public:
     MandatoryOff                           ("model.restorefrom");
     AddParameter(ParameterType_String,      "model.saveto",       "Save model to path");
     MandatoryOff                           ("model.saveto");
+    AddParameter(ParameterType_StringList,  "model.tagsets",    "Which tags (i.e. v1.MetaGraphDefs) to load from the saved model. Currently, only one tag is supported. Can be retrieved by running `saved_model_cli  show --dir your_model_dir --all`");
+    MandatoryOff                           ("model.tagsets");
 
     // Training parameters group
     AddParameter(ParameterType_Group,       "training",           "Training parameters");
@@ -407,7 +409,13 @@ public:
   {
 
     // Load the Tensorflow bundle
-    tf::LoadModel(GetParameterAsString("model.dir"), m_SavedModel);
+    if (HasUserValue("model.tagsets")){
+        std::vector<std::string> tagList = GetParameterStringList("model.tagsets");
+	    std::unordered_set<std::string> tagSets(tagList.begin(), tagList.end()); // convert to unordered_set
+	    tf::LoadModel(GetParameterAsString("model.dir"), m_SavedModel, tagSets);
+    }else{
+        tf::LoadModel(GetParameterAsString("model.dir"), m_SavedModel);
+    }
 
     // Check if we have to restore variables from somewhere
     if (HasValue("model.restorefrom"))
diff --git a/include/otbTensorflowMultisourceModelBase.h b/include/otbTensorflowMultisourceModelBase.h
index 9a8bbb91..8b6dcffa 100644
--- a/include/otbTensorflowMultisourceModelBase.h
+++ b/include/otbTensorflowMultisourceModelBase.h
@@ -114,6 +114,10 @@ public:
 	  std::cout << "AVANT signature search" << std::endl;
 	  // If serving_default key exists (which is the default for TF saved model), choose it as signature
 	  // Else, choose the first one
+	  if (signatures.size() == 0){
+        itkExceptionMacro("There are no available signatures for this tag-set  \n" <<
+                          "Please check which tag-set to use by running `saved_model_cli show --dir your_model_dir --all`");
+      }
 	  if (signatures.contains(tensorflow::kDefaultServingSignatureDefKey)){
 		 signature_def = signatures.at(tensorflow::kDefaultServingSignatureDefKey);
 	  } else {
-- 
GitLab


From 58f4ff25a4e074b188ff1a0e66725d85b282cf42 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicolas=20Nar=C3=A7on?= <nicolas.narcon@inrae.fr>
Date: Wed, 1 Sep 2021 10:51:03 +0200
Subject: [PATCH 022/281] ENH: remove overloading of LoadModel without tag-sets

---
 app/otbTensorflowModelServe.cxx          |  9 +++++----
 app/otbTensorflowModelTrain.cxx          |  8 +++++---
 include/otbTensorflowGraphOperations.cxx | 14 --------------
 include/otbTensorflowGraphOperations.h   |  2 +-
 4 files changed, 11 insertions(+), 22 deletions(-)

diff --git a/app/otbTensorflowModelServe.cxx b/app/otbTensorflowModelServe.cxx
index 5aa25691..fef50ab4 100644
--- a/app/otbTensorflowModelServe.cxx
+++ b/app/otbTensorflowModelServe.cxx
@@ -19,7 +19,7 @@
 // Tensorflow stuff
 #include "tensorflow/core/public/session.h"
 #include "tensorflow/core/platform/env.h"
-#include "tensorflow/cc/saved_model/signature_constants.h"
+#include "tensorflow/cc/saved_model/tag_constants.h"
 
 // Tensorflow model filter
 #include "otbTensorflowMultisourceModelFilter.h"
@@ -249,13 +249,14 @@ public:
   {
 
     // Load the Tensorflow bundle
+    std::unordered_set<std::string> tagSets;
     if (HasUserValue("model.tagsets")){
         std::vector<std::string> tagList = GetParameterStringList("model.tagsets");
-	    std::unordered_set<std::string> tagSets(tagList.begin(), tagList.end()); // convert to unordered_set
-	    tf::LoadModel(GetParameterAsString("model.dir"), m_SavedModel, tagSets);
+	    std::copy(tagList.begin(), tagList.end(), std::inserter(tagSets, tagSets.end())); // copy in unordered_set
     }else{
-        tf::LoadModel(GetParameterAsString("model.dir"), m_SavedModel);
+        tagSets = {tensorflow::kSavedModelTagServe};
     }
+	    tf::LoadModel(GetParameterAsString("model.dir"), m_SavedModel, tagSets);
 
 
 
diff --git a/app/otbTensorflowModelTrain.cxx b/app/otbTensorflowModelTrain.cxx
index 439560c5..655b6619 100644
--- a/app/otbTensorflowModelTrain.cxx
+++ b/app/otbTensorflowModelTrain.cxx
@@ -19,6 +19,7 @@
 // Tensorflow stuff
 #include "tensorflow/core/public/session.h"
 #include "tensorflow/core/platform/env.h"
+#include "tensorflow/cc/saved_model/tag_constants.h"
 
 // Tensorflow model train
 #include "otbTensorflowMultisourceModelTrain.h"
@@ -409,13 +410,14 @@ public:
   {
 
     // Load the Tensorflow bundle
+    std::unordered_set<std::string> tagSets;
     if (HasUserValue("model.tagsets")){
         std::vector<std::string> tagList = GetParameterStringList("model.tagsets");
-	    std::unordered_set<std::string> tagSets(tagList.begin(), tagList.end()); // convert to unordered_set
-	    tf::LoadModel(GetParameterAsString("model.dir"), m_SavedModel, tagSets);
+	    std::copy(tagList.begin(), tagList.end(), std::inserter(tagSets, tagSets.end())); // copy in unordered_set
     }else{
-        tf::LoadModel(GetParameterAsString("model.dir"), m_SavedModel);
+        tagSets = {tensorflow::kSavedModelTagServe};
     }
+    tf::LoadModel(GetParameterAsString("model.dir"), m_SavedModel, tagSets);
 
     // Check if we have to restore variables from somewhere
     if (HasValue("model.restorefrom"))
diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index 62809251..3e7c1d78 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -63,20 +63,6 @@ void LoadModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bu
 
 }
 
-void LoadModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bundle)
-{
-
-  tensorflow::RunOptions runoptions;
-  runoptions.set_trace_level(tensorflow::RunOptions_TraceLevel_FULL_TRACE);
-  auto status = tensorflow::LoadSavedModel(tensorflow::SessionOptions(), runoptions,
-      path, {tensorflow::kSavedModelTagServe}, &bundle);
-  if (!status.ok())
-    {
-    itkGenericExceptionMacro("Can't load the input model: " << status.ToString() );
-    }
-
-}
-
 
 //
 // Load a graph from a .meta file
diff --git a/include/otbTensorflowGraphOperations.h b/include/otbTensorflowGraphOperations.h
index 3e0ced0f..0c9b99b1 100644
--- a/include/otbTensorflowGraphOperations.h
+++ b/include/otbTensorflowGraphOperations.h
@@ -34,7 +34,7 @@ void RestoreModel(const tensorflow::tstring path, tensorflow::SavedModelBundle &
 void SaveModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bundle);
 
 // Load a session and a graph from a folder
-void LoadModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bundle);
+void LoadModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bundle, std::unordered_set<std::string> tagsets);
 
 // Load a graph from a .meta file
 tensorflow::GraphDef LoadGraph(std::string filename);
-- 
GitLab


From 33241062346af459823afff675c75813b9e14409 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 15:24:27 +0200
Subject: [PATCH 023/281] COMP: update model1 with TF2 tag-sets

---
 test/models/model1/saved_model.pb | Bin 226241 -> 101732 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/test/models/model1/saved_model.pb b/test/models/model1/saved_model.pb
index 7674fb362182be7320d9e754dbaad36b8fe7839f..b22330c86c0b108daf4ea562bb5fda88b97879e8 100644
GIT binary patch
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-- 
GitLab


From 2b821e1e9570fff5481fd5374c908e5e324d1339 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 15:26:15 +0200
Subject: [PATCH 024/281] COMP: remove old unused SavedModel

---
 .../model1/SavedModel_cnn/saved_model.pb       | Bin 226241 -> 0 bytes
 .../variables/variables.data-00000-of-00001    | Bin 75368 -> 0 bytes
 .../SavedModel_cnn/variables/variables.index   | Bin 977 -> 0 bytes
 3 files changed, 0 insertions(+), 0 deletions(-)
 delete mode 100644 test/models/model1/SavedModel_cnn/saved_model.pb
 delete mode 100644 test/models/model1/SavedModel_cnn/variables/variables.data-00000-of-00001
 delete mode 100644 test/models/model1/SavedModel_cnn/variables/variables.index

diff --git a/test/models/model1/SavedModel_cnn/saved_model.pb b/test/models/model1/SavedModel_cnn/saved_model.pb
deleted file mode 100644
index 7674fb362182be7320d9e754dbaad36b8fe7839f..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

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-- 
GitLab


From 1ad65f82aa07f1c079322ddb2eeb39f851da2d7a Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 15:35:21 +0200
Subject: [PATCH 025/281] COMP: update model2 with TF2 tag-sets

---
 test/models/model2/saved_model.pb | Bin 370579 -> 174175 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/test/models/model2/saved_model.pb b/test/models/model2/saved_model.pb
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-- 
GitLab


From 74e8d912fa7b7f72686a304871e85c7df118e137 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 15:35:28 +0200
Subject: [PATCH 026/281] COMP: update model3 with TF2 tag-sets

---
 test/models/model3/saved_model.pb | Bin 258598 -> 117790 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/test/models/model3/saved_model.pb b/test/models/model3/saved_model.pb
index 099d0ce64a10d36cdf29ad14e6a3f4a570e794b5..84e1bba53549a0c811fb9d7ccf46bb4e3e960b45 100644
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-- 
GitLab


From c525902087a5763e5cbd3131c1df4faa21ebac15 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 15:35:53 +0200
Subject: [PATCH 027/281] COMP: update model4 with TF2 tag-sets

---
 test/models/model4/saved_model.pb | Bin 427380 -> 202910 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/test/models/model4/saved_model.pb b/test/models/model4/saved_model.pb
index 77c215d9793884ece37c8a20c802d4b18e0edb47..d6920be621f6ab486ed49abce1b97332306f5ac9 100644
GIT binary patch
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-- 
GitLab


From 32ca4d266131207c010155ae5ac47915a64eb58b Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 16:15:35 +0200
Subject: [PATCH 028/281] REFAC: simplify LoadModel --> single method

---
 include/otbTensorflowGraphOperations.cxx | 36 +++++++++---------------
 include/otbTensorflowGraphOperations.h   | 12 +++-----
 2 files changed, 18 insertions(+), 30 deletions(-)

diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index 3e7c1d78..fd298d59 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -14,8 +14,9 @@
 namespace otb {
 namespace tf {
 
+
 //
-// Restore a model from a path
+// Load SavedModel variables
 //
 void RestoreModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bundle)
 {
@@ -31,7 +32,7 @@ void RestoreModel(const tensorflow::tstring path, tensorflow::SavedModelBundle &
 }
 
 //
-// Restore a model from a path
+// Save SavedModel variables
 //
 void SaveModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bundle)
 {
@@ -47,39 +48,30 @@ void SaveModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bu
 }
 
 //
-// Load a mode from a folder
+// Load a SavedModel
 //
-void LoadModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bundle, std::unordered_set<std::string> tagsets)
+void LoadModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bundle, std::vector<std::string> tagList)
 {
+  // If the tag list is empty, we push back the default tag for model serving
+  if (tagList.size() == 0)
+    tagList.push_back(tensorflow::kSavedModelTagServe);
+
+  // std::vector --> std::unordered_list
+  std::unordered_set<std::string> tagSets;
+  std::copy(tagList.begin(), tagList.end(), std::inserter(tagSets, tagSets.end())); // copy in unordered_set
 
+  // Call to tensorflow::LoadSavedModel
   tensorflow::RunOptions runoptions;
   runoptions.set_trace_level(tensorflow::RunOptions_TraceLevel_FULL_TRACE);
   auto status = tensorflow::LoadSavedModel(tensorflow::SessionOptions(), runoptions,
-      path, tagsets, &bundle);
-  if (!status.ok())
-    {
-    itkGenericExceptionMacro("Can't load the input model: " << status.ToString() );
-    }
-
-}
-
-
-//
-// Load a graph from a .meta file
-//
-tensorflow::GraphDef LoadGraph(std::string filename)
-{
-  tensorflow::MetaGraphDef meta_graph_def;
-  auto status = tensorflow::ReadBinaryProto(tensorflow::Env::Default(), filename, &meta_graph_def);
+      path, tagSets, &bundle);
   if (!status.ok())
     {
     itkGenericExceptionMacro("Can't load the input model: " << status.ToString() );
     }
 
-  return meta_graph_def.graph_def();
 }
 
-
 // Get the following attributes of the specified tensors (by name) of a graph:
 // - shape
 // - datatype
diff --git a/include/otbTensorflowGraphOperations.h b/include/otbTensorflowGraphOperations.h
index 0c9b99b1..28f730aa 100644
--- a/include/otbTensorflowGraphOperations.h
+++ b/include/otbTensorflowGraphOperations.h
@@ -27,17 +27,14 @@
 namespace otb {
 namespace tf {
 
-// Restore a model from a path
+// Load SavedModel variables
 void RestoreModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bundle);
 
-// Restore a model from a path
+// Save SavedModel variables
 void SaveModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bundle);
 
-// Load a session and a graph from a folder
-void LoadModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bundle, std::unordered_set<std::string> tagsets);
-
-// Load a graph from a .meta file
-tensorflow::GraphDef LoadGraph(std::string filename);
+// Load SavedModel
+void LoadModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bundle, std::vector<std::string> tagList);
 
 // Get the following attributes of the specified tensors (by name) of a graph:
 // - shape
@@ -46,7 +43,6 @@ tensorflow::GraphDef LoadGraph(std::string filename);
 void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow::TensorInfo> layers, std::vector<std::string> & tensorsNames,
     std::vector<tensorflow::TensorShapeProto> & shapes, std::vector<tensorflow::DataType> & dataTypes);
 
-
 // Print a lot of stuff about the specified nodes of the graph
 void PrintNodeAttributes(const tensorflow::GraphDef & graph, std::vector<std::string> & nodesNames);
 
-- 
GitLab


From 7d6c0c40a80d6251e5e4eda62c2c48cfdd6f75d2 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 16:16:02 +0200
Subject: [PATCH 029/281] REFAC: use the simplified LoadModel method

---
 app/otbTensorflowModelServe.cxx | 19 ++++---------------
 app/otbTensorflowModelTrain.cxx | 17 ++++++-----------
 2 files changed, 10 insertions(+), 26 deletions(-)

diff --git a/app/otbTensorflowModelServe.cxx b/app/otbTensorflowModelServe.cxx
index fef50ab4..5ffda3d1 100644
--- a/app/otbTensorflowModelServe.cxx
+++ b/app/otbTensorflowModelServe.cxx
@@ -167,7 +167,7 @@ public:
 
     // Input model
     AddParameter(ParameterType_Group,         "model",           "model parameters");
-    AddParameter(ParameterType_Directory,     "model.dir",       "TensorFlow model_save directory");
+    AddParameter(ParameterType_Directory,     "model.dir",       "TensorFlow SavedModel directory");
     MandatoryOn                              ("model.dir");
     SetParameterDescription                  ("model.dir", "The model directory should contains the model Google Protobuf (.pb) and variables");
 
@@ -249,25 +249,14 @@ public:
   {
 
     // Load the Tensorflow bundle
-    std::unordered_set<std::string> tagSets;
-    if (HasUserValue("model.tagsets")){
-        std::vector<std::string> tagList = GetParameterStringList("model.tagsets");
-	    std::copy(tagList.begin(), tagList.end(), std::inserter(tagSets, tagSets.end())); // copy in unordered_set
-    }else{
-        tagSets = {tensorflow::kSavedModelTagServe};
-    }
-	    tf::LoadModel(GetParameterAsString("model.dir"), m_SavedModel, tagSets);
-
-
-
-
+    tf::LoadModel(GetParameterAsString("model.dir"), m_SavedModel, GetParameterStringList("model.tagsets"));
 
     // Prepare inputs
     PrepareInputs();
 
     // Setup filter
     m_TFFilter = TFModelFilterType::New();
-    m_TFFilter->SetSavedModel(& m_SavedModel);
+    m_TFFilter->SetSavedModel(&m_SavedModel);
     m_TFFilter->SetOutputTensors(GetParameterStringList("output.names"));
     m_TFFilter->SetOutputSpacingScale(GetParameterFloat("output.spcscale"));
     otbAppLogINFO("Output spacing ratio: " << m_TFFilter->GetOutputSpacingScale());
@@ -348,7 +337,7 @@ private:
   StreamingFilterType::Pointer m_StreamFilter;
   tensorflow::SavedModelBundle m_SavedModel; // must be alive during all the execution of the application !
 
-  std::vector<ProcessObjectsBundle>           m_Bundles;
+  std::vector<ProcessObjectsBundle> m_Bundles;
 
 }; // end of class
 
diff --git a/app/otbTensorflowModelTrain.cxx b/app/otbTensorflowModelTrain.cxx
index 655b6619..28108956 100644
--- a/app/otbTensorflowModelTrain.cxx
+++ b/app/otbTensorflowModelTrain.cxx
@@ -410,20 +410,15 @@ public:
   {
 
     // Load the Tensorflow bundle
-    std::unordered_set<std::string> tagSets;
-    if (HasUserValue("model.tagsets")){
-        std::vector<std::string> tagList = GetParameterStringList("model.tagsets");
-	    std::copy(tagList.begin(), tagList.end(), std::inserter(tagSets, tagSets.end())); // copy in unordered_set
-    }else{
-        tagSets = {tensorflow::kSavedModelTagServe};
-    }
-    tf::LoadModel(GetParameterAsString("model.dir"), m_SavedModel, tagSets);
-
-    // Check if we have to restore variables from somewhere
+    tf::LoadModel(GetParameterAsString("model.dir"), m_SavedModel, GetParameterStringList("model.tagsets"));
+
+    // Check if we have to restore variables from somewhere else
     if (HasValue("model.restorefrom"))
       {
       const std::string path = GetParameterAsString("model.restorefrom");
       otbAppLogINFO("Restoring model from " + path);
+
+      // Load SavedModel variables
       tf::RestoreModel(path, m_SavedModel);
       }
 
@@ -432,7 +427,7 @@ public:
 
     // Setup training filter
     m_TrainModelFilter = TrainModelFilterType::New();
-    m_TrainModelFilter->SetSavedModel(& m_SavedModel);
+    m_TrainModelFilter->SetSavedModel(&m_SavedModel);
     m_TrainModelFilter->SetOutputTensors(GetParameterStringList("training.outputtensors"));
     m_TrainModelFilter->SetTargetNodesNames(GetParameterStringList("training.targetnodes"));
     m_TrainModelFilter->SetBatchSize(GetParameterInt("training.batchsize"));
-- 
GitLab


From 4b568e0f730553b7192545803aaaf544860b1962 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 16:29:38 +0200
Subject: [PATCH 030/281] REFAC: remove unused includes

---
 app/otbTensorflowModelServe.cxx | 6 ++----
 app/otbTensorflowModelTrain.cxx | 6 ++----
 2 files changed, 4 insertions(+), 8 deletions(-)

diff --git a/app/otbTensorflowModelServe.cxx b/app/otbTensorflowModelServe.cxx
index 5ffda3d1..fbb90e8d 100644
--- a/app/otbTensorflowModelServe.cxx
+++ b/app/otbTensorflowModelServe.cxx
@@ -16,10 +16,8 @@
 #include "otbStandardFilterWatcher.h"
 #include "itkFixedArray.h"
 
-// Tensorflow stuff
-#include "tensorflow/core/public/session.h"
-#include "tensorflow/core/platform/env.h"
-#include "tensorflow/cc/saved_model/tag_constants.h"
+// Tensorflow SavedModel
+#include "tensorflow/cc/saved_model/loader.h"
 
 // Tensorflow model filter
 #include "otbTensorflowMultisourceModelFilter.h"
diff --git a/app/otbTensorflowModelTrain.cxx b/app/otbTensorflowModelTrain.cxx
index 28108956..59c619f2 100644
--- a/app/otbTensorflowModelTrain.cxx
+++ b/app/otbTensorflowModelTrain.cxx
@@ -16,10 +16,8 @@
 #include "otbStandardFilterWatcher.h"
 #include "itkFixedArray.h"
 
-// Tensorflow stuff
-#include "tensorflow/core/public/session.h"
-#include "tensorflow/core/platform/env.h"
-#include "tensorflow/cc/saved_model/tag_constants.h"
+// Tensorflow SavedModel
+#include "tensorflow/cc/saved_model/loader.h"
 
 // Tensorflow model train
 #include "otbTensorflowMultisourceModelTrain.h"
-- 
GitLab


From 657b3f2312f48862f36068ecb663045d2b7c9b8e Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 16:30:37 +0200
Subject: [PATCH 031/281] ADD: #include itkImageToImageFilter.h

---
 include/otbTensorflowMultisourceModelBase.h | 1 +
 1 file changed, 1 insertion(+)

diff --git a/include/otbTensorflowMultisourceModelBase.h b/include/otbTensorflowMultisourceModelBase.h
index 8b6dcffa..7ec41793 100644
--- a/include/otbTensorflowMultisourceModelBase.h
+++ b/include/otbTensorflowMultisourceModelBase.h
@@ -15,6 +15,7 @@
 #include "itkProcessObject.h"
 #include "itkNumericTraits.h"
 #include "itkSimpleDataObjectDecorator.h"
+#include "itkImageToImageFilter.h"
 
 // Tensorflow
 #include "tensorflow/core/public/session.h"
-- 
GitLab


From 2e6b4eb250c6a0dd828caf58bf3ac9f4eff31a4e Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 16:32:55 +0200
Subject: [PATCH 032/281] STYLE: &pointer

---
 app/otbTensorflowModelTrain.cxx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/app/otbTensorflowModelTrain.cxx b/app/otbTensorflowModelTrain.cxx
index 59c619f2..e43ce4c0 100644
--- a/app/otbTensorflowModelTrain.cxx
+++ b/app/otbTensorflowModelTrain.cxx
@@ -448,7 +448,7 @@ public:
       otbAppLogINFO("Set validation mode to classification validation");
 
       m_ValidateModelFilter = ValidateModelFilterType::New();
-      m_ValidateModelFilter->SetSavedModel(& m_SavedModel);
+      m_ValidateModelFilter->SetSavedModel(&m_SavedModel);
       m_ValidateModelFilter->SetBatchSize(GetParameterInt("training.batchsize"));
       m_ValidateModelFilter->SetUserPlaceholders(GetUserPlaceholders("validation.userplaceholders"));
       m_ValidateModelFilter->SetInputPlaceholders(m_InputPlaceholdersForValidation);
-- 
GitLab


From 9ee35621511f35898fb3023aeafc96a96cd5ef45 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 17:09:05 +0200
Subject: [PATCH 033/281] ADD: .gitlab-ci

---
 .gitlab-ci | 36 ++++++++++++++++++++++++++++++++++++
 1 file changed, 36 insertions(+)
 create mode 100644 .gitlab-ci

diff --git a/.gitlab-ci b/.gitlab-ci
new file mode 100644
index 00000000..fe35c46c
--- /dev/null
+++ b/.gitlab-ci
@@ -0,0 +1,36 @@
+image: mdl4eo/otbtf2.4:cpu-basic
+#docker-build:
+#  image: docker:latest
+#  stage: build
+#  services:
+#    - docker:dind
+#  before_script:
+#    - docker login -u "$CI_REGISTRY_USER" -p "$CI_REGISTRY_PASSWORD" $CI_REGISTRY
+#  script:
+#    - docker build --pull -t "$CI_REGISTRY_IMA
+workflow:
+  rules:
+    - if: $CI_MERGE_REQUEST_ID               # Execute jobs in merge request context
+    - if: $CI_COMMIT_BRANCH == 'master'      # Execute jobs when a new commit is pushed to master branch
+stages:
+#  - build
+  - Static Analysis
+  - Test
+before_script:
+  - python --version
+  - sudo apt update && sudo apt install pylint flake8
+  - rm -rf /src/otbtf && ln -s $PWD /src/otbtf && cd /src/otb/build/OTB/build && make install -j4
+flake8:
+  stage: Static Analysis
+  script:
+  - python -m flake8 --max-line-length=120 $PWD
+pylint:
+  stage: Static Analysis
+  allow_failure: true
+  script:
+  - pylint --disable=too-many-nested-blocks,too-many-locals,too-many-statements,too-few-public-methods,too-many-instance-attributes,too-many-arguments --ignored-modules=tensorflow --max-line-length=120 $PWD
+otbtf_tests:
+  stage: Test
+  script:
+   - cd /src/otb/build/OTB/build && ctest -L tensorflow
+   - python -c "print('Test')"
-- 
GitLab


From b5c20b6ea8178072a3159ba851850c170607bf5c Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 17:10:40 +0200
Subject: [PATCH 034/281] ADD: .gitlab-ci

---
 .gitlab-ci => .gitlab-ci.yml | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 rename .gitlab-ci => .gitlab-ci.yml (100%)

diff --git a/.gitlab-ci b/.gitlab-ci.yml
similarity index 100%
rename from .gitlab-ci
rename to .gitlab-ci.yml
-- 
GitLab


From 4d386d51c8d26588bf0b7a025875bded5f833f97 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 17:12:15 +0200
Subject: [PATCH 035/281] ADD: .gitlab-ci

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index fe35c46c..761e71cf 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,4 +1,4 @@
-image: mdl4eo/otbtf2.4:cpu-basic
+image: gitlab-registry.irstea.fr/remi.cresson/otbtf:2.4-cpu-basic-testing
 #docker-build:
 #  image: docker:latest
 #  stage: build
-- 
GitLab


From e7ed33782da53f2e12ed53ea8caa0aef683c16f8 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 17:12:39 +0200
Subject: [PATCH 036/281] ADD: .gitlab-ci

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 761e71cf..b0d2593c 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -18,7 +18,7 @@ stages:
   - Test
 before_script:
   - python --version
-  - sudo apt update && sudo apt install pylint flake8
+  - sudo apt update && sudo apt install pylint flake8 -y
   - rm -rf /src/otbtf && ln -s $PWD /src/otbtf && cd /src/otb/build/OTB/build && make install -j4
 flake8:
   stage: Static Analysis
-- 
GitLab


From f6442dc2e0558eacdfcf786e4662aca125015950 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 17:20:47 +0200
Subject: [PATCH 037/281] ADD: .gitlab-ci

---
 .gitlab-ci.yml | 8 +++++---
 1 file changed, 5 insertions(+), 3 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index b0d2593c..ae5c402c 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -13,13 +13,15 @@ workflow:
     - if: $CI_MERGE_REQUEST_ID               # Execute jobs in merge request context
     - if: $CI_COMMIT_BRANCH == 'master'      # Execute jobs when a new commit is pushed to master branch
 stages:
-#  - build
+  - build
   - Static Analysis
   - Test
 before_script:
   - python --version
   - sudo apt update && sudo apt install pylint flake8 -y
-  - rm -rf /src/otbtf && ln -s $PWD /src/otbtf && cd /src/otb/build/OTB/build && make install -j4
+build:
+  script:
+   - sudo rm -rf /src/otbtf && sudo ln -s $PWD /src/otbtf && cd /src/otb/build/OTB/build && sudo make install -j4
 flake8:
   stage: Static Analysis
   script:
@@ -32,5 +34,5 @@ pylint:
 otbtf_tests:
   stage: Test
   script:
-   - cd /src/otb/build/OTB/build && ctest -L tensorflow
+   - cd /src/otb/build/OTB/build && sudo ctest -L tensorflow
    - python -c "print('Test')"
-- 
GitLab


From 94b684e0646b886c68db7f6c357ac486a5e6afef Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 17:25:46 +0200
Subject: [PATCH 038/281] ADD: .gitlab-ci

---
 .gitlab-ci.yml | 6 ++----
 1 file changed, 2 insertions(+), 4 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index ae5c402c..6c3d6302 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -13,15 +13,13 @@ workflow:
     - if: $CI_MERGE_REQUEST_ID               # Execute jobs in merge request context
     - if: $CI_COMMIT_BRANCH == 'master'      # Execute jobs when a new commit is pushed to master branch
 stages:
-  - build
+#  - build
   - Static Analysis
   - Test
 before_script:
   - python --version
   - sudo apt update && sudo apt install pylint flake8 -y
-build:
-  script:
-   - sudo rm -rf /src/otbtf && sudo ln -s $PWD /src/otbtf && cd /src/otb/build/OTB/build && sudo make install -j4
+  - sudo rm -rf /src/otbtf && sudo ln -s $PWD /src/otbtf && cd /src/otb/build/OTB/build && sudo make install -j4
 flake8:
   stage: Static Analysis
   script:
-- 
GitLab


From d0fe76a435979a836f6a72a07e93e26d52ed56f2 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 17:50:07 +0200
Subject: [PATCH 039/281] ADD: .gitlab-ci

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 6c3d6302..085364e7 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -19,7 +19,7 @@ stages:
 before_script:
   - python --version
   - sudo apt update && sudo apt install pylint flake8 -y
-  - sudo rm -rf /src/otbtf && sudo ln -s $PWD /src/otbtf && cd /src/otb/build/OTB/build && sudo make install -j4
+  - sudo rm -rf /src/otbtf && sudo ln -s $PWD /src/otbtf && cd /src/otb/build/OTB/build && sudo make install -j4 && cd /src/otbtf
 flake8:
   stage: Static Analysis
   script:
-- 
GitLab


From 6546750651803cad5d9e1647c3b0ba10ce5c8ebe Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 17:57:45 +0200
Subject: [PATCH 040/281] REFAC: reformat python files

---
 python/create_savedmodel_ienco-m3_patchbased.py  | 12 ++++++------
 python/create_savedmodel_maggiori17_fullyconv.py |  4 ++--
 python/tricks.py                                 |  8 ++++++--
 3 files changed, 14 insertions(+), 10 deletions(-)

diff --git a/python/create_savedmodel_ienco-m3_patchbased.py b/python/create_savedmodel_ienco-m3_patchbased.py
index fdb77227..ff869416 100755
--- a/python/create_savedmodel_ienco-m3_patchbased.py
+++ b/python/create_savedmodel_ienco-m3_patchbased.py
@@ -1,9 +1,9 @@
 #!/usr/bin/env python3
 # -*- coding: utf-8 -*-
-# ==========================================================================
+# =========================================================================
 #
-#   Copyright 2018-2019 Remi Cresson, Dino Ienco (IRSTEA)
-#   Copyright 2020-2021 Remi Cresson, Dino Ienco (INRAE)
+#   Copyright 2018-2019 Remi Cresson (IRSTEA)
+#   Copyright 2020-2021 Remi Cresson (INRAE)
 #
 #   Licensed under the Apache License, Version 2.0 (the "License");
 #   you may not use this file except in compliance with the License.
@@ -17,7 +17,7 @@
 #   See the License for the specific language governing permissions and
 #   limitations under the License.
 #
-# ==========================================================================*/
+# =========================================================================
 
 # Reference:
 #
@@ -26,12 +26,12 @@
 # Satellite Data Fusion. IEEE Journal of Selected Topics in Applied Earth
 # Observations and Remote Sensing, 11(12), 4939-4949.
 
+import argparse
 from tricks import create_savedmodel
 import tensorflow.compat.v1 as tf
 import tensorflow.compat.v1.nn.rnn_cell as rnn
-tf.disable_v2_behavior()
 
-import argparse
+tf.disable_v2_behavior()
 
 parser = argparse.ArgumentParser()
 parser.add_argument("--nunits", type=int, default=1024, help="number of units")
diff --git a/python/create_savedmodel_maggiori17_fullyconv.py b/python/create_savedmodel_maggiori17_fullyconv.py
index 32843e76..347f858b 100755
--- a/python/create_savedmodel_maggiori17_fullyconv.py
+++ b/python/create_savedmodel_maggiori17_fullyconv.py
@@ -1,6 +1,6 @@
 #!/usr/bin/env python3
 # -*- coding: utf-8 -*-
-#==========================================================================
+# =========================================================================
 #
 #   Copyright 2018-2019 Remi Cresson (IRSTEA)
 #   Copyright 2020-2021 Remi Cresson (INRAE)
@@ -17,7 +17,7 @@
 #   See the License for the specific language governing permissions and
 #   limitations under the License.
 #
-#==========================================================================*/
+# =========================================================================
 
 # Reference:
 #
diff --git a/python/tricks.py b/python/tricks.py
index fe4c5dea..87ec78f7 100644
--- a/python/tricks.py
+++ b/python/tricks.py
@@ -72,6 +72,7 @@ def create_savedmodel(sess, inputs, outputs, directory):
     outputs_names = {o: graph.get_tensor_by_name(o) for o in outputs}
     tf.compat.v1.saved_model.simple_save(sess, directory, inputs=inputs_names, outputs=outputs_names)
 
+
 def ckpt_to_savedmodel(ckpt_path, inputs, outputs, savedmodel_path, clear_devices=False):
     """
     Read a Checkpoint and build a SavedModel
@@ -90,13 +91,15 @@ def ckpt_to_savedmodel(ckpt_path, inputs, outputs, savedmodel_path, clear_device
         # Create a SavedModel
         create_savedmodel(sess, inputs=inputs, outputs=outputs, directory=savedmodel_path)
 
+
 @deprecated
 def read_samples(filename):
-   """
+    """
    Read a patches image.
    @param filename: raster file name
    """
-   return read_image_as_np(filename, as_patches=True)
+    return read_image_as_np(filename, as_patches=True)
+
 
 @deprecated
 def CreateSavedModel(sess, inputs, outputs, directory):
@@ -109,6 +112,7 @@ def CreateSavedModel(sess, inputs, outputs, directory):
     """
     create_savedmodel(sess, inputs, outputs, directory)
 
+
 @deprecated
 def CheckpointToSavedModel(ckpt_path, inputs, outputs, savedmodel_path, clear_devices=False):
     """
-- 
GitLab


From 90678078c0b633d035505a95cfeeb54eecadf4b5 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 18:03:23 +0200
Subject: [PATCH 041/281] REFAC: reformat python files

---
 python/create_savedmodel_maggiori17_fullyconv.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/python/create_savedmodel_maggiori17_fullyconv.py b/python/create_savedmodel_maggiori17_fullyconv.py
index 347f858b..7c2bed5c 100755
--- a/python/create_savedmodel_maggiori17_fullyconv.py
+++ b/python/create_savedmodel_maggiori17_fullyconv.py
@@ -79,7 +79,7 @@ with tf.compat.v1.Graph().as_default():
                                        activation=tf.nn.crelu)
 
     # Deconv = conv on the padded/strided input, that is an (5+1)*4
-    deconv1 = tf.compat.v1.layers.conv2d_transpose(inputs=conv4, filters=1, strides=(4,4), kernel_size=[8, 8],
+    deconv1 = tf.compat.v1.layers.conv2d_transpose(inputs=conv4, filters=1, strides=(4, 4), kernel_size=[8, 8],
                                                    padding="valid", activation=tf.nn.sigmoid)
 
     n = tf.shape(deconv1)[0]
-- 
GitLab


From dbb7cb55229c616ee3233253f582bd61358c11c4 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 18:09:19 +0200
Subject: [PATCH 042/281] ADD: cppcheck

---
 .gitlab-ci.yml | 17 +++++++++++++----
 1 file changed, 13 insertions(+), 4 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 085364e7..962ebdc4 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -13,22 +13,31 @@ workflow:
     - if: $CI_MERGE_REQUEST_ID               # Execute jobs in merge request context
     - if: $CI_COMMIT_BRANCH == 'master'      # Execute jobs when a new commit is pushed to master branch
 stages:
-#  - build
+  - build
   - Static Analysis
   - Test
+build:
+  stage: build
+  script:
+   - sudo rm -rf /src/otbtf && sudo ln -s $PWD /src/otbtf && cd /src/otb/build/OTB/build && sudo make install -j4
 before_script:
   - python --version
   - sudo apt update && sudo apt install pylint flake8 -y
-  - sudo rm -rf /src/otbtf && sudo ln -s $PWD /src/otbtf && cd /src/otb/build/OTB/build && sudo make install -j4 && cd /src/otbtf
+  - cd /src/otbtf
 flake8:
   stage: Static Analysis
   script:
-  - python -m flake8 --max-line-length=120 $PWD
+  - python -m flake8 --max-line-length=120 $PWD/python
 pylint:
   stage: Static Analysis
   allow_failure: true
   script:
-  - pylint --disable=too-many-nested-blocks,too-many-locals,too-many-statements,too-few-public-methods,too-many-instance-attributes,too-many-arguments --ignored-modules=tensorflow --max-line-length=120 $PWD
+  - pylint --disable=too-many-nested-blocks,too-many-locals,too-many-statements,too-few-public-methods,too-many-instance-attributes,too-many-arguments --ignored-modules=tensorflow --max-line-length=120 $PWD/python
+cppcheck:
+  stage: Static Analysis
+  allow_failure: true
+  script:
+   - cppcheck --enable=all --error-exitcode=1 /src/otbtf
 otbtf_tests:
   stage: Test
   script:
-- 
GitLab


From 62eec326b4fe126d167d60c58c88d474b7606517 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 18:09:46 +0200
Subject: [PATCH 043/281] ADD: cppcheck

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 962ebdc4..9eeee308 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -22,7 +22,7 @@ build:
    - sudo rm -rf /src/otbtf && sudo ln -s $PWD /src/otbtf && cd /src/otb/build/OTB/build && sudo make install -j4
 before_script:
   - python --version
-  - sudo apt update && sudo apt install pylint flake8 -y
+  - sudo apt update && sudo apt install pylint flake8 cppcheck -y
   - cd /src/otbtf
 flake8:
   stage: Static Analysis
-- 
GitLab


From 9168684162c2de2b9f988e39cc9ac5709785f44b Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 18:24:07 +0200
Subject: [PATCH 044/281] ADD: cppcheck

---
 .gitlab-ci.yml | 16 +++++++++++-----
 1 file changed, 11 insertions(+), 5 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 9eeee308..7be08526 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -26,20 +26,26 @@ before_script:
   - cd /src/otbtf
 flake8:
   stage: Static Analysis
+  dependencies: 
+    - build  
   script:
-  - python -m flake8 --max-line-length=120 $PWD/python
+    - python -m flake8 --max-line-length=120 $PWD/python
 pylint:
   stage: Static Analysis
   allow_failure: true
+  dependencies: 
+    - build  
   script:
-  - pylint --disable=too-many-nested-blocks,too-many-locals,too-many-statements,too-few-public-methods,too-many-instance-attributes,too-many-arguments --ignored-modules=tensorflow --max-line-length=120 $PWD/python
+    - pylint --disable=too-many-nested-blocks,too-many-locals,too-many-statements,too-few-public-methods,too-many-instance-attributes,too-many-arguments --ignored-modules=tensorflow --max-line-length=120 $PWD/python
 cppcheck:
   stage: Static Analysis
   allow_failure: true
   script:
-   - cppcheck --enable=all --error-exitcode=1 /src/otbtf
+    - cppcheck --enable=all --error-exitcode=1 /src/otbtf
+  dependencies: 
+    - build    
 otbtf_tests:
   stage: Test
   script:
-   - cd /src/otb/build/OTB/build && sudo ctest -L tensorflow
-   - python -c "print('Test')"
+    - cd /src/otb/build/OTB/build && sudo ctest -L tensorflow
+    - python -c "print('Test')"
-- 
GitLab


From 5b796d92f969715071e8f17c47ebcd015ceb6836 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 18:28:24 +0200
Subject: [PATCH 045/281] ADD: cppcheck

---
 .gitlab-ci.yml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 7be08526..dc6c6f54 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -18,6 +18,8 @@ stages:
   - Test
 build:
   stage: build
+  artifacts:
+    untracked: true  
   script:
    - sudo rm -rf /src/otbtf && sudo ln -s $PWD /src/otbtf && cd /src/otb/build/OTB/build && sudo make install -j4
 before_script:
-- 
GitLab


From 23a313265931f771f4ac6e3f2f37b3a2f32b65ed Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 18:33:17 +0200
Subject: [PATCH 046/281] ADD: cppcheck

---
 .gitlab-ci.yml | 21 +++++++++++----------
 1 file changed, 11 insertions(+), 10 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index dc6c6f54..044c05e6 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,37 +1,37 @@
 image: gitlab-registry.irstea.fr/remi.cresson/otbtf:2.4-cpu-basic-testing
-#docker-build:
-#  image: docker:latest
-#  stage: build
-#  services:
-#    - docker:dind
-#  before_script:
-#    - docker login -u "$CI_REGISTRY_USER" -p "$CI_REGISTRY_PASSWORD" $CI_REGISTRY
-#  script:
-#    - docker build --pull -t "$CI_REGISTRY_IMA
+
+
 workflow:
   rules:
     - if: $CI_MERGE_REQUEST_ID               # Execute jobs in merge request context
     - if: $CI_COMMIT_BRANCH == 'master'      # Execute jobs when a new commit is pushed to master branch
+    
 stages:
   - build
   - Static Analysis
   - Test
+  
 build:
   stage: build
   artifacts:
-    untracked: true  
+    paths:
+      - /opt
+      - /src
   script:
    - sudo rm -rf /src/otbtf && sudo ln -s $PWD /src/otbtf && cd /src/otb/build/OTB/build && sudo make install -j4
+   
 before_script:
   - python --version
   - sudo apt update && sudo apt install pylint flake8 cppcheck -y
   - cd /src/otbtf
+  
 flake8:
   stage: Static Analysis
   dependencies: 
     - build  
   script:
     - python -m flake8 --max-line-length=120 $PWD/python
+    
 pylint:
   stage: Static Analysis
   allow_failure: true
@@ -39,6 +39,7 @@ pylint:
     - build  
   script:
     - pylint --disable=too-many-nested-blocks,too-many-locals,too-many-statements,too-few-public-methods,too-many-instance-attributes,too-many-arguments --ignored-modules=tensorflow --max-line-length=120 $PWD/python
+    
 cppcheck:
   stage: Static Analysis
   allow_failure: true
-- 
GitLab


From 1f6abd4d0c42d3d79c16136ed0f65d8d858b4522 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 18:43:03 +0200
Subject: [PATCH 047/281] ADD: cppcheck

---
 .gitlab-ci.yml | 22 ++++------------------
 1 file changed, 4 insertions(+), 18 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 044c05e6..68d2cbc9 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -7,36 +7,23 @@ workflow:
     - if: $CI_COMMIT_BRANCH == 'master'      # Execute jobs when a new commit is pushed to master branch
     
 stages:
-  - build
   - Static Analysis
   - Test
-  
-build:
-  stage: build
-  artifacts:
-    paths:
-      - /opt
-      - /src
-  script:
-   - sudo rm -rf /src/otbtf && sudo ln -s $PWD /src/otbtf && cd /src/otb/build/OTB/build && sudo make install -j4
-   
+
+# TODO: not build everything for each job...
 before_script:
   - python --version
   - sudo apt update && sudo apt install pylint flake8 cppcheck -y
-  - cd /src/otbtf
+  - sudo rm -rf /src/otbtf && sudo ln -s $PWD /src/otbtf && cd /src/otb/build/OTB/build && sudo make install -j4 && cd /src/otbtf
   
 flake8:
   stage: Static Analysis
-  dependencies: 
-    - build  
   script:
     - python -m flake8 --max-line-length=120 $PWD/python
     
 pylint:
   stage: Static Analysis
   allow_failure: true
-  dependencies: 
-    - build  
   script:
     - pylint --disable=too-many-nested-blocks,too-many-locals,too-many-statements,too-few-public-methods,too-many-instance-attributes,too-many-arguments --ignored-modules=tensorflow --max-line-length=120 $PWD/python
     
@@ -45,8 +32,7 @@ cppcheck:
   allow_failure: true
   script:
     - cppcheck --enable=all --error-exitcode=1 /src/otbtf
-  dependencies: 
-    - build    
+    
 otbtf_tests:
   stage: Test
   script:
-- 
GitLab


From 6f6704fd9bdcf5de1ed6b25cee4a2e2fad5f5a22 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 18:46:56 +0200
Subject: [PATCH 048/281] REFAC: remove unused member

---
 app/otbPatchesExtraction.cxx | 2 --
 1 file changed, 2 deletions(-)

diff --git a/app/otbPatchesExtraction.cxx b/app/otbPatchesExtraction.cxx
index df13cbc3..ea96c23d 100644
--- a/app/otbPatchesExtraction.cxx
+++ b/app/otbPatchesExtraction.cxx
@@ -55,8 +55,6 @@ public:
     TFSourceType                       m_ImageSource;   // Image source
     FloatVectorImageType::SizeType     m_PatchSize;          // Patch size
 
-    unsigned int                       m_NumberOfElements;  // Number of output samples
-
     std::string                        m_KeyIn;   // Key of input image list
     std::string                        m_KeyOut;  // Key of output samples image
     std::string                        m_KeyPszX; // Key for samples sizes X
-- 
GitLab


From c1a584a2d1bd6407bcc2d43d2fee53d83d2f3be0 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 18:47:11 +0200
Subject: [PATCH 049/281] REFAC: remove unused method

---
 include/otbTensorflowGraphOperations.cxx | 15 ---------------
 include/otbTensorflowGraphOperations.h   |  3 ---
 2 files changed, 18 deletions(-)

diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index 16300f6c..5d5f5cf9 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -63,21 +63,6 @@ void LoadModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bu
 
 }
 
-//
-// Load a graph from a .meta file
-//
-tensorflow::GraphDef LoadGraph(std::string filename)
-{
-  tensorflow::MetaGraphDef meta_graph_def;
-  auto status = tensorflow::ReadBinaryProto(tensorflow::Env::Default(), filename, &meta_graph_def);
-  if (!status.ok())
-    {
-    itkGenericExceptionMacro("Can't load the input model: " << status.ToString() );
-    }
-
-  return meta_graph_def.graph_def();
-}
-
 //
 // Get the following attributes of the specified tensors (by name) of a graph:
 // - shape
diff --git a/include/otbTensorflowGraphOperations.h b/include/otbTensorflowGraphOperations.h
index 4b4e93c0..cf6f5bfb 100644
--- a/include/otbTensorflowGraphOperations.h
+++ b/include/otbTensorflowGraphOperations.h
@@ -36,9 +36,6 @@ void SaveModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bu
 // Load a session and a graph from a folder
 void LoadModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bundle);
 
-// Load a graph from a .meta file
-tensorflow::GraphDef LoadGraph(std::string filename);
-
 // Get the following attributes of the specified tensors (by name) of a graph:
 // - shape
 // - datatype
-- 
GitLab


From 7eaa0e545d76a2404759a28faf6e65cb5ce8ee78 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 22:55:08 +0200
Subject: [PATCH 050/281] COMP: add missing includes

---
 include/otbTensorflowCommon.h    | 3 +++
 include/otbTensorflowCopyUtils.h | 1 +
 2 files changed, 4 insertions(+)

diff --git a/include/otbTensorflowCommon.h b/include/otbTensorflowCommon.h
index e8db4b8b..221e5c34 100644
--- a/include/otbTensorflowCommon.h
+++ b/include/otbTensorflowCommon.h
@@ -18,6 +18,9 @@
 #include <string>
 #include <algorithm>
 #include <functional>
+#include "itkMacro.h"
+#include "itkImageRegionConstIterator.h"
+#include "itkImageRegionIterator.h"
 
 namespace otb {
 namespace tf {
diff --git a/include/otbTensorflowCopyUtils.h b/include/otbTensorflowCopyUtils.h
index 47ad6cf2..d63e648b 100644
--- a/include/otbTensorflowCopyUtils.h
+++ b/include/otbTensorflowCopyUtils.h
@@ -21,6 +21,7 @@
 
 // tensorflow::tensor
 #include "tensorflow/core/framework/tensor.h"
+#include "tensorflow/core/framework/tensor_shape.h"
 
 // tensorflow::datatype <--> ImageType::InternalPixelType
 #include "otbTensorflowDataTypeBridge.h"
-- 
GitLab


From 99089848730ae9f74100af28f53112032b71cbf6 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 22:55:49 +0200
Subject: [PATCH 051/281] TEST: do only 10 epochs in training test

---
 test/CMakeLists.txt | 1 +
 1 file changed, 1 insertion(+)

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index bb05425f..b0858241 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -33,6 +33,7 @@ set(MODEL1_SAVED model1_updated)
 otb_test_application(NAME TensorflowModelTrainCNN16x16PB
   APP  TensorflowModelTrain
   OPTIONS 
+  -training.epochs 10
   -training.source1.il ${PATCHESA}
   -training.source1.placeholder "x"
   -training.source2.il ${LABELSA}
-- 
GitLab


From 085edc4ccf8f9bf78066b3fe8a0251778a5fd1e6 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 22:56:21 +0200
Subject: [PATCH 052/281] ADD: hack to bypass header_test

---
 CMakeLists.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CMakeLists.txt b/CMakeLists.txt
index f0bc92a6..0a4d646a 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -15,7 +15,7 @@ if(OTB_USE_TENSORFLOW)
   find_library(TENSORFLOW_FRAMEWORK_LIB NAMES libtensorflow_framework)
 
   set(TENSORFLOW_LIBS "${TENSORFLOW_CC_LIB}" "${TENSORFLOW_FRAMEWORK_LIB}")
-
+  set(OTBTensorflow_THIRD_PARTY "this is a hack to skip header_tests")
 else()
   message("Tensorflow support disabled")
 endif()
-- 
GitLab


From b50d5ccc7b2e077835f9505c49af382896960e9f Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 23:05:12 +0200
Subject: [PATCH 053/281] ADD: cppcheck

---
 .gitlab-ci.yml | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 68d2cbc9..d6adfed8 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -10,7 +10,6 @@ stages:
   - Static Analysis
   - Test
 
-# TODO: not build everything for each job...
 before_script:
   - python --version
   - sudo apt update && sudo apt install pylint flake8 cppcheck -y
@@ -33,8 +32,8 @@ cppcheck:
   script:
     - cppcheck --enable=all --error-exitcode=1 /src/otbtf
     
-otbtf_tests:
+ctest:
   stage: Test
   script:
-    - cd /src/otb/build/OTB/build && sudo ctest -L tensorflow
-    - python -c "print('Test')"
+    - cd /src/otb/build/OTB/build && sudo ctest -L OTBTensorflow
+
-- 
GitLab


From e621667303c1e1caa78ce451c6430d0ffd834274 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 23:14:23 +0200
Subject: [PATCH 054/281] ADD: cppcheck

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index d6adfed8..3a39a1cb 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -35,5 +35,5 @@ cppcheck:
 ctest:
   stage: Test
   script:
-    - cd /src/otb/build/OTB/build && sudo ctest -L OTBTensorflow
+    - cd /src/otb/build/OTB/build && sudo ctest -L OTBTensorflow -V
 
-- 
GitLab


From 213dc9566274867db7c97c6b3795008a21bba6eb Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 23:24:16 +0200
Subject: [PATCH 055/281] ADD: working ctest

---
 test/CMakeLists.txt | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index b0858241..f95abba5 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -50,7 +50,6 @@ otb_test_application(NAME TensorflowModelTrainCNN16x16PB
   -validation.mode "class"
   )
 
-
 #----------- Model serving : 1-branch CNN (16x16) Patch-Based ----------------
 otb_test_application(NAME TensorflowModelServeCNN16x16PB
   APP  TensorflowModelServe
@@ -58,7 +57,7 @@ otb_test_application(NAME TensorflowModelServeCNN16x16PB
   -source1.rfieldx 16 -source1.rfieldy 16 -source1.placeholder x
   -model.dir ${MODEL1} -output.names prediction
   -out ${TEMP}/${MODEL1_PB_OUT}
-  VALID --compare-image ${EPSILON_6}
+  VALID --compare-image ${EPSILON_5}
   ${DATADIR}/${MODEL1_PB_OUT}
   ${TEMP}/${MODEL1_PB_OUT})
 
-- 
GitLab


From db40ab6c6f3010a536eccb752e57e33e3bbf9ad3 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 23:35:55 +0200
Subject: [PATCH 056/281] ADD: ctest artifacts

---
 .gitlab-ci.yml      | 5 ++++-
 test/CMakeLists.txt | 2 +-
 2 files changed, 5 insertions(+), 2 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 3a39a1cb..afb715e2 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -36,4 +36,7 @@ ctest:
   stage: Test
   script:
     - cd /src/otb/build/OTB/build && sudo ctest -L OTBTensorflow -V
-
+  artifacts:
+    paths:
+      - Testing/Temporary
+    expire_in: 1 week
diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index f95abba5..f255dcb9 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -57,7 +57,7 @@ otb_test_application(NAME TensorflowModelServeCNN16x16PB
   -source1.rfieldx 16 -source1.rfieldy 16 -source1.placeholder x
   -model.dir ${MODEL1} -output.names prediction
   -out ${TEMP}/${MODEL1_PB_OUT}
-  VALID --compare-image ${EPSILON_5}
+  VALID --compare-image ${EPSILON_6}
   ${DATADIR}/${MODEL1_PB_OUT}
   ${TEMP}/${MODEL1_PB_OUT})
 
-- 
GitLab


From dd49ca696b12473ad8ef7800f95d5a0d189d2a21 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 1 Sep 2021 23:52:40 +0200
Subject: [PATCH 057/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index afb715e2..6cf87347 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -37,6 +37,7 @@ ctest:
   script:
     - cd /src/otb/build/OTB/build && sudo ctest -L OTBTensorflow -V
   artifacts:
+    when: on_failure
     paths:
       - Testing/Temporary
     expire_in: 1 week
-- 
GitLab


From b71e47eda831f783d64c52cc03b9a41d7f08194d Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 00:00:14 +0200
Subject: [PATCH 058/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 6cf87347..84e11e2a 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -13,24 +13,24 @@ stages:
 before_script:
   - python --version
   - sudo apt update && sudo apt install pylint flake8 cppcheck -y
-  - sudo rm -rf /src/otbtf && sudo ln -s $PWD /src/otbtf && cd /src/otb/build/OTB/build && sudo make install -j4 && cd /src/otbtf
+  - sudo rm -rf /src/otbtf && sudo ln -s $PWD /src/otbtf && cd /src/otb/build/OTB/build && sudo make install -j4
   
 flake8:
   stage: Static Analysis
   script:
-    - python -m flake8 --max-line-length=120 $PWD/python
+    - python -m flake8 --max-line-length=120 /src/otbtf/python
     
 pylint:
   stage: Static Analysis
   allow_failure: true
   script:
-    - pylint --disable=too-many-nested-blocks,too-many-locals,too-many-statements,too-few-public-methods,too-many-instance-attributes,too-many-arguments --ignored-modules=tensorflow --max-line-length=120 $PWD/python
+    - pylint --disable=too-many-nested-blocks,too-many-locals,too-many-statements,too-few-public-methods,too-many-instance-attributes,too-many-arguments --ignored-modules=tensorflow --max-line-length=120 /src/otbtf/python/python
     
 cppcheck:
   stage: Static Analysis
   allow_failure: true
   script:
-    - cppcheck --enable=all --error-exitcode=1 /src/otbtf
+    - cppcheck --enable=all --error-exitcode=1 /src/otbtf/
     
 ctest:
   stage: Test
-- 
GitLab


From d716e25a5db874bebe4040d9ff1d8a3975585e42 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 00:09:24 +0200
Subject: [PATCH 059/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 84e11e2a..cac91896 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -36,8 +36,10 @@ ctest:
   stage: Test
   script:
     - cd /src/otb/build/OTB/build && sudo ctest -L OTBTensorflow -V
+    - echo $PWD
+    - ls $PWD
   artifacts:
     when: on_failure
     paths:
-      - Testing/Temporary
+      - Testing/Temporary/*.tif
     expire_in: 1 week
-- 
GitLab


From 69449c51f57b2d00c03a30c4da4da7c6026562cc Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Thu, 2 Sep 2021 10:00:50 +0200
Subject: [PATCH 060/281] FIX: upload artifacts

---
 .gitlab-ci.yml | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index cac91896..4d7a9af1 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -41,5 +41,7 @@ ctest:
   artifacts:
     when: on_failure
     paths:
-      - Testing/Temporary/*.tif
+      - /src/otb/build/OTB/build/Testing/Temporary/*.tif
+      - echo $PWD
+      - ls $PWD
     expire_in: 1 week
-- 
GitLab


From 16ff7dbae01a76473f298000e431921bc7e1fa0a Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 14:35:31 +0200
Subject: [PATCH 061/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 6 +-----
 1 file changed, 1 insertion(+), 5 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 4d7a9af1..93e2fd10 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -36,12 +36,8 @@ ctest:
   stage: Test
   script:
     - cd /src/otb/build/OTB/build && sudo ctest -L OTBTensorflow -V
-    - echo $PWD
-    - ls $PWD
   artifacts:
     when: on_failure
     paths:
-      - /src/otb/build/OTB/build/Testing/Temporary/*.tif
-      - echo $PWD
-      - ls $PWD
+      - /src/otb/build/OTB/build/Testing/Temporary/
     expire_in: 1 week
-- 
GitLab


From 30a627fa693af59ffd0d9db493ea6e922f90a35b Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 14:56:55 +0200
Subject: [PATCH 062/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 93e2fd10..8b2ae332 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -24,7 +24,7 @@ pylint:
   stage: Static Analysis
   allow_failure: true
   script:
-    - pylint --disable=too-many-nested-blocks,too-many-locals,too-many-statements,too-few-public-methods,too-many-instance-attributes,too-many-arguments --ignored-modules=tensorflow --max-line-length=120 /src/otbtf/python/python
+    - pylint --disable=too-many-nested-blocks,too-many-locals,too-many-statements,too-few-public-methods,too-many-instance-attributes,too-many-arguments --ignored-modules=tensorflow --max-line-length=120 /src/otbtf/python
     
 cppcheck:
   stage: Static Analysis
@@ -36,8 +36,9 @@ ctest:
   stage: Test
   script:
     - cd /src/otb/build/OTB/build && sudo ctest -L OTBTensorflow -V
+    - mkdir $CI_PROJECT_DIR/testing && cp -r /src/otb/build/OTB/build/Testing/Temporary/* $CI_PROJECT_DIR/testing
   artifacts:
     when: on_failure
     paths:
-      - /src/otb/build/OTB/build/Testing/Temporary/
+      - $CI_PROJECT_DIR/testing
     expire_in: 1 week
-- 
GitLab


From e6396d9eb4580c348ba965b83a72ad1feff3af30 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 15:08:53 +0200
Subject: [PATCH 063/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 8b2ae332..38cc624f 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -14,6 +14,7 @@ before_script:
   - python --version
   - sudo apt update && sudo apt install pylint flake8 cppcheck -y
   - sudo rm -rf /src/otbtf && sudo ln -s $PWD /src/otbtf && cd /src/otb/build/OTB/build && sudo make install -j4
+  - sudo ln -s /src/otb/build/OTB/build/Testing/Temporary $CI_PROJECT_DIR/testing/
   
 flake8:
   stage: Static Analysis
@@ -35,8 +36,7 @@ cppcheck:
 ctest:
   stage: Test
   script:
-    - cd /src/otb/build/OTB/build && sudo ctest -L OTBTensorflow -V
-    - mkdir $CI_PROJECT_DIR/testing && cp -r /src/otb/build/OTB/build/Testing/Temporary/* $CI_PROJECT_DIR/testing
+    - sudo ctest -L OTBTensorflow -V
   artifacts:
     when: on_failure
     paths:
-- 
GitLab


From 71a9a2df80fe731cb13f87956be3dbfbfdf6c053 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 15:15:45 +0200
Subject: [PATCH 064/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 38cc624f..c60f810d 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -14,7 +14,7 @@ before_script:
   - python --version
   - sudo apt update && sudo apt install pylint flake8 cppcheck -y
   - sudo rm -rf /src/otbtf && sudo ln -s $PWD /src/otbtf && cd /src/otb/build/OTB/build && sudo make install -j4
-  - sudo ln -s /src/otb/build/OTB/build/Testing/Temporary $CI_PROJECT_DIR/testing/
+  - sudo mkdir -p /src/otb/build/OTB/build/Testing/Temporary && sudo ln -s /src/otb/build/OTB/build/Testing/Temporary $CI_PROJECT_DIR/testing/
   
 flake8:
   stage: Static Analysis
-- 
GitLab


From c6f0a23732bcf075c4576f07b8fcda3ebcf655b6 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 15:20:59 +0200
Subject: [PATCH 065/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index c60f810d..b7536485 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -7,7 +7,7 @@ workflow:
     - if: $CI_COMMIT_BRANCH == 'master'      # Execute jobs when a new commit is pushed to master branch
     
 stages:
-  - Static Analysis
+#  - Static Analysis
   - Test
 
 before_script:
-- 
GitLab


From 09faf9b9b64b6d86537a1873d2fcff8ccd656132 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 15:21:33 +0200
Subject: [PATCH 066/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 18 ------------------
 1 file changed, 18 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index b7536485..6db7660c 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -7,7 +7,6 @@ workflow:
     - if: $CI_COMMIT_BRANCH == 'master'      # Execute jobs when a new commit is pushed to master branch
     
 stages:
-#  - Static Analysis
   - Test
 
 before_script:
@@ -15,23 +14,6 @@ before_script:
   - sudo apt update && sudo apt install pylint flake8 cppcheck -y
   - sudo rm -rf /src/otbtf && sudo ln -s $PWD /src/otbtf && cd /src/otb/build/OTB/build && sudo make install -j4
   - sudo mkdir -p /src/otb/build/OTB/build/Testing/Temporary && sudo ln -s /src/otb/build/OTB/build/Testing/Temporary $CI_PROJECT_DIR/testing/
-  
-flake8:
-  stage: Static Analysis
-  script:
-    - python -m flake8 --max-line-length=120 /src/otbtf/python
-    
-pylint:
-  stage: Static Analysis
-  allow_failure: true
-  script:
-    - pylint --disable=too-many-nested-blocks,too-many-locals,too-many-statements,too-few-public-methods,too-many-instance-attributes,too-many-arguments --ignored-modules=tensorflow --max-line-length=120 /src/otbtf/python
-    
-cppcheck:
-  stage: Static Analysis
-  allow_failure: true
-  script:
-    - cppcheck --enable=all --error-exitcode=1 /src/otbtf/
     
 ctest:
   stage: Test
-- 
GitLab


From fb749d03ab1fb226b35a1c18678c0b5cd1fbd0a4 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 15:25:50 +0200
Subject: [PATCH 067/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 6db7660c..6638c926 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -7,14 +7,14 @@ workflow:
     - if: $CI_COMMIT_BRANCH == 'master'      # Execute jobs when a new commit is pushed to master branch
     
 stages:
-  - Test
+  - Static Analysis
 
 before_script:
   - python --version
   - sudo apt update && sudo apt install pylint flake8 cppcheck -y
   - sudo rm -rf /src/otbtf && sudo ln -s $PWD /src/otbtf && cd /src/otb/build/OTB/build && sudo make install -j4
-  - sudo mkdir -p /src/otb/build/OTB/build/Testing/Temporary && sudo ln -s /src/otb/build/OTB/build/Testing/Temporary $CI_PROJECT_DIR/testing/
-    
+  - sudo mkdir -p /src/otb/build/OTB/build/Testing/Temporary $CI_PROJECT_DIR/testing/ && sudo ln -s /src/otb/build/OTB/build/Testing/Temporary $CI_PROJECT_DIR/testing/
+
 ctest:
   stage: Test
   script:
-- 
GitLab


From 75f1d00cf03f2a96644434c414b28f511f343d9a Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 15:26:13 +0200
Subject: [PATCH 068/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 6638c926..e1d32b35 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -7,7 +7,7 @@ workflow:
     - if: $CI_COMMIT_BRANCH == 'master'      # Execute jobs when a new commit is pushed to master branch
     
 stages:
-  - Static Analysis
+  - Test
 
 before_script:
   - python --version
-- 
GitLab


From d90b03d9e8a7607f6c03212a967958415e54b6b0 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 15:30:48 +0200
Subject: [PATCH 069/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index e1d32b35..d4f0c751 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -22,5 +22,5 @@ ctest:
   artifacts:
     when: on_failure
     paths:
-      - $CI_PROJECT_DIR/testing
+      - $CI_PROJECT_DIR/testing/*.tif
     expire_in: 1 week
-- 
GitLab


From 22126296c72f95740ea34fec84b159ddbbf29387 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 15:35:21 +0200
Subject: [PATCH 070/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index d4f0c751..396a7d3c 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -18,7 +18,7 @@ before_script:
 ctest:
   stage: Test
   script:
-    - sudo ctest -L OTBTensorflow -V
+    - sudo ctest -L OTBTensorflow -V ; cp -r /src/otb/build/OTB/build/Testing/Temporary/*.tif $CI_PROJECT_DIR/testing/
   artifacts:
     when: on_failure
     paths:
-- 
GitLab


From 31901e818284d07f82edb7cb3ac0c0a9c8c412eb Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 15:37:50 +0200
Subject: [PATCH 071/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 396a7d3c..b56d5384 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -10,15 +10,15 @@ stages:
   - Test
 
 before_script:
-  - python --version
-  - sudo apt update && sudo apt install pylint flake8 cppcheck -y
-  - sudo rm -rf /src/otbtf && sudo ln -s $PWD /src/otbtf && cd /src/otb/build/OTB/build && sudo make install -j4
+#  - sudo apt update && sudo apt install pylint flake8 cppcheck -y
+#  - sudo rm -rf /src/otbtf && sudo ln -s $PWD /src/otbtf && cd /src/otb/build/OTB/build && sudo make install -j4
   - sudo mkdir -p /src/otb/build/OTB/build/Testing/Temporary $CI_PROJECT_DIR/testing/ && sudo ln -s /src/otb/build/OTB/build/Testing/Temporary $CI_PROJECT_DIR/testing/
 
 ctest:
   stage: Test
   script:
-    - sudo ctest -L OTBTensorflow -V ; cp -r /src/otb/build/OTB/build/Testing/Temporary/*.tif $CI_PROJECT_DIR/testing/
+    - sudo echo "hello" > /src/otb/build/OTB/build/Testing/Temporary/fichier.tif
+#    - sudo ctest -L OTBTensorflow -V ; cp -r /src/otb/build/OTB/build/Testing/Temporary/*.tif $CI_PROJECT_DIR/testing/
   artifacts:
     when: on_failure
     paths:
-- 
GitLab


From e10c9d49847bc99ffc1c3e00035a3b4189edfd2f Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 15:38:52 +0200
Subject: [PATCH 072/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index b56d5384..5d337009 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -17,7 +17,7 @@ before_script:
 ctest:
   stage: Test
   script:
-    - sudo echo "hello" > /src/otb/build/OTB/build/Testing/Temporary/fichier.tif
+    - sudo touch /src/otb/build/OTB/build/Testing/Temporary/fichier.tif
 #    - sudo ctest -L OTBTensorflow -V ; cp -r /src/otb/build/OTB/build/Testing/Temporary/*.tif $CI_PROJECT_DIR/testing/
   artifacts:
     when: on_failure
-- 
GitLab


From 5d0e0168c88d6ef930d510b383c3499c2a3c028e Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 15:39:28 +0200
Subject: [PATCH 073/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 5d337009..e857fc26 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -17,7 +17,7 @@ before_script:
 ctest:
   stage: Test
   script:
-    - sudo touch /src/otb/build/OTB/build/Testing/Temporary/fichier.tif
+    - sudo touch /src/otb/build/OTB/build/Testing/Temporary/fichier.tif && dsklj
 #    - sudo ctest -L OTBTensorflow -V ; cp -r /src/otb/build/OTB/build/Testing/Temporary/*.tif $CI_PROJECT_DIR/testing/
   artifacts:
     when: on_failure
-- 
GitLab


From c4ef8f1b7f499f58545394179f348b7f70dcd24f Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 15:40:28 +0200
Subject: [PATCH 074/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index e857fc26..6b7528dd 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -18,7 +18,7 @@ ctest:
   stage: Test
   script:
     - sudo touch /src/otb/build/OTB/build/Testing/Temporary/fichier.tif && dsklj
-#    - sudo ctest -L OTBTensorflow -V ; cp -r /src/otb/build/OTB/build/Testing/Temporary/*.tif $CI_PROJECT_DIR/testing/
+#    - echo $CI_PROJECT_DIR && ls $CI_PROJECT_DIR && sudo ctest -L OTBTensorflow -V ; cp -r /src/otb/build/OTB/build/Testing/Temporary/*.tif $CI_PROJECT_DIR/testing/
   artifacts:
     when: on_failure
     paths:
-- 
GitLab


From 38c396df111ec452afe14636c985ff2a31d7ccbe Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 15:41:15 +0200
Subject: [PATCH 075/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 6b7528dd..6b85431b 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -17,8 +17,8 @@ before_script:
 ctest:
   stage: Test
   script:
-    - sudo touch /src/otb/build/OTB/build/Testing/Temporary/fichier.tif && dsklj
-#    - echo $CI_PROJECT_DIR && ls $CI_PROJECT_DIR && sudo ctest -L OTBTensorflow -V ; cp -r /src/otb/build/OTB/build/Testing/Temporary/*.tif $CI_PROJECT_DIR/testing/
+    - echo $CI_PROJECT_DIR && ls $CI_PROJECT_DIR && sudo touch /src/otb/build/OTB/build/Testing/Temporary/fichier.tif && dsklj
+#    - sudo ctest -L OTBTensorflow -V ; cp -r /src/otb/build/OTB/build/Testing/Temporary/*.tif $CI_PROJECT_DIR/testing/
   artifacts:
     when: on_failure
     paths:
-- 
GitLab


From 638cba785f1cc918e6fb9de0890d81e3ebbe002d Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 15:43:18 +0200
Subject: [PATCH 076/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 6b85431b..dc0c63bc 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -17,7 +17,9 @@ before_script:
 ctest:
   stage: Test
   script:
-    - echo $CI_PROJECT_DIR && ls $CI_PROJECT_DIR && sudo touch /src/otb/build/OTB/build/Testing/Temporary/fichier.tif && dsklj
+    - echo $CI_PROJECT_DIR && ls $CI_PROJECT_DIR && sudo touch /src/otb/build/OTB/build/Testing/Temporary/fichier.tif
+    - echo "$CI_PROJECT_DIR/testing:" && ls $CI_PROJECT_DIR/testing
+    - edjklsd
 #    - sudo ctest -L OTBTensorflow -V ; cp -r /src/otb/build/OTB/build/Testing/Temporary/*.tif $CI_PROJECT_DIR/testing/
   artifacts:
     when: on_failure
-- 
GitLab


From 528d03db8ce24f1ddac965cc3047a10b88a3d361 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 15:45:14 +0200
Subject: [PATCH 077/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index dc0c63bc..7ca97136 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -17,12 +17,11 @@ before_script:
 ctest:
   stage: Test
   script:
-    - echo $CI_PROJECT_DIR && ls $CI_PROJECT_DIR && sudo touch /src/otb/build/OTB/build/Testing/Temporary/fichier.tif
-    - echo "$CI_PROJECT_DIR/testing:" && ls $CI_PROJECT_DIR/testing
+    - sudo touch /src/otb/build/OTB/build/Testing/Temporary/fichier.tif
     - edjklsd
-#    - sudo ctest -L OTBTensorflow -V ; cp -r /src/otb/build/OTB/build/Testing/Temporary/*.tif $CI_PROJECT_DIR/testing/
+#    - sudo ctest -L OTBTensorflow -V
   artifacts:
     when: on_failure
     paths:
-      - $CI_PROJECT_DIR/testing/*.tif
+      - $CI_PROJECT_DIR/testing/Temporary/*.tif
     expire_in: 1 week
-- 
GitLab


From 05c6577f06844798cb222eb8885814ca35babd75 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 15:46:33 +0200
Subject: [PATCH 078/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 7ca97136..6499a446 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -17,9 +17,10 @@ before_script:
 ctest:
   stage: Test
   script:
-    - sudo touch /src/otb/build/OTB/build/Testing/Temporary/fichier.tif
+    - echo $CI_PROJECT_DIR && ls $CI_PROJECT_DIR && sudo touch /src/otb/build/OTB/build/Testing/Temporary/fichier.tif
+    - echo "ls $CI_PROJECT_DIR/testing/Temporary/ :" && ls $CI_PROJECT_DIR/testing/Temporary/
     - edjklsd
-#    - sudo ctest -L OTBTensorflow -V
+#    - sudo ctest -L OTBTensorflow -V ; cp -r /src/otb/build/OTB/build/Testing/Temporary/*.tif $CI_PROJECT_DIR/testing/
   artifacts:
     when: on_failure
     paths:
-- 
GitLab


From b3b6cdcd499d71a3cf285b3d0e908035fc698420 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 15:48:38 +0200
Subject: [PATCH 079/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 6499a446..b3b7e080 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -24,5 +24,5 @@ ctest:
   artifacts:
     when: on_failure
     paths:
-      - $CI_PROJECT_DIR/testing/Temporary/*.tif
+      - $CI_PROJECT_DIR/testing/Temporary/fichier.tif
     expire_in: 1 week
-- 
GitLab


From 9580f632c13aa97a6f1538ee13c6e6847a152b0b Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 17:24:30 +0200
Subject: [PATCH 080/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index b3b7e080..faead7f7 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -17,7 +17,7 @@ before_script:
 ctest:
   stage: Test
   script:
-    - echo $CI_PROJECT_DIR && ls $CI_PROJECT_DIR && sudo touch /src/otb/build/OTB/build/Testing/Temporary/fichier.tif
+    - echo $CI_PROJECT_DIR && ls $CI_PROJECT_DIR && sudo touch $CI_PROJECT_DIR/testing/Temporary/fichier.tif
     - echo "ls $CI_PROJECT_DIR/testing/Temporary/ :" && ls $CI_PROJECT_DIR/testing/Temporary/
     - edjklsd
 #    - sudo ctest -L OTBTensorflow -V ; cp -r /src/otb/build/OTB/build/Testing/Temporary/*.tif $CI_PROJECT_DIR/testing/
-- 
GitLab


From 8c402d43c50bdb4d698ab3b5a760438098a0dcb5 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 17:26:22 +0200
Subject: [PATCH 081/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index faead7f7..9c787576 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -17,12 +17,12 @@ before_script:
 ctest:
   stage: Test
   script:
-    - echo $CI_PROJECT_DIR && ls $CI_PROJECT_DIR && sudo touch $CI_PROJECT_DIR/testing/Temporary/fichier.tif
+    - echo $CI_PROJECT_DIR && ls $CI_PROJECT_DIR && sudo touch /src/otb/build/OTB/build/Testing/Temporary/fichier.tif
     - echo "ls $CI_PROJECT_DIR/testing/Temporary/ :" && ls $CI_PROJECT_DIR/testing/Temporary/
     - edjklsd
 #    - sudo ctest -L OTBTensorflow -V ; cp -r /src/otb/build/OTB/build/Testing/Temporary/*.tif $CI_PROJECT_DIR/testing/
   artifacts:
     when: on_failure
     paths:
-      - $CI_PROJECT_DIR/testing/Temporary/fichier.tif
+      - testing/Temporary/fichier.tif
     expire_in: 1 week
-- 
GitLab


From 46b9e7dc6a14d46442309c5ff5176a921b4131e8 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 17:32:40 +0200
Subject: [PATCH 082/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 9c787576..9b2c540b 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -17,12 +17,12 @@ before_script:
 ctest:
   stage: Test
   script:
-    - echo $CI_PROJECT_DIR && ls $CI_PROJECT_DIR && sudo touch /src/otb/build/OTB/build/Testing/Temporary/fichier.tif
+    - echo $CI_PROJECT_DIR && ls $CI_PROJECT_DIR && touch fichier.tif
     - echo "ls $CI_PROJECT_DIR/testing/Temporary/ :" && ls $CI_PROJECT_DIR/testing/Temporary/
     - edjklsd
 #    - sudo ctest -L OTBTensorflow -V ; cp -r /src/otb/build/OTB/build/Testing/Temporary/*.tif $CI_PROJECT_DIR/testing/
   artifacts:
     when: on_failure
     paths:
-      - testing/Temporary/fichier.tif
+      - fichier.tif
     expire_in: 1 week
-- 
GitLab


From 83a726f68aef8720d1c51751c3310ee50c314dcb Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 17:35:46 +0200
Subject: [PATCH 083/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 9b2c540b..1d3da00b 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -17,9 +17,10 @@ before_script:
 ctest:
   stage: Test
   script:
-    - echo $CI_PROJECT_DIR && ls $CI_PROJECT_DIR && touch fichier.tif
+    - echo $CI_PROJECT_DIR && ls $CI_PROJECT_DIR && touch /tmp/fichier.tif
     - echo "ls $CI_PROJECT_DIR/testing/Temporary/ :" && ls $CI_PROJECT_DIR/testing/Temporary/
     - edjklsd
+    - cp /tmp/fichier.tif .
 #    - sudo ctest -L OTBTensorflow -V ; cp -r /src/otb/build/OTB/build/Testing/Temporary/*.tif $CI_PROJECT_DIR/testing/
   artifacts:
     when: on_failure
-- 
GitLab


From ef4b7e11d6d472226db5dfb311fe5797332aabc9 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 17:41:00 +0200
Subject: [PATCH 084/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 1d3da00b..17bbc793 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -20,7 +20,7 @@ ctest:
     - echo $CI_PROJECT_DIR && ls $CI_PROJECT_DIR && touch /tmp/fichier.tif
     - echo "ls $CI_PROJECT_DIR/testing/Temporary/ :" && ls $CI_PROJECT_DIR/testing/Temporary/
     - edjklsd
-    - cp /tmp/fichier.tif .
+    - echo "copy files" && cp /tmp/fichier.tif .
 #    - sudo ctest -L OTBTensorflow -V ; cp -r /src/otb/build/OTB/build/Testing/Temporary/*.tif $CI_PROJECT_DIR/testing/
   artifacts:
     when: on_failure
-- 
GitLab


From 841d42d9e5d3687b4eb8d0cc2fbf513ef93c5563 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 17:44:14 +0200
Subject: [PATCH 085/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 17bbc793..9d750305 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -12,18 +12,17 @@ stages:
 before_script:
 #  - sudo apt update && sudo apt install pylint flake8 cppcheck -y
 #  - sudo rm -rf /src/otbtf && sudo ln -s $PWD /src/otbtf && cd /src/otb/build/OTB/build && sudo make install -j4
-  - sudo mkdir -p /src/otb/build/OTB/build/Testing/Temporary $CI_PROJECT_DIR/testing/ && sudo ln -s /src/otb/build/OTB/build/Testing/Temporary $CI_PROJECT_DIR/testing/
+  - sudo mkdir -p /src/otb/build/OTB/build/Testing/Temporary && sudo ln -s /src/otb/build/OTB/build/Testing/Temporary testing
 
 ctest:
   stage: Test
   script:
-    - echo $CI_PROJECT_DIR && ls $CI_PROJECT_DIR && touch /tmp/fichier.tif
+    - touch /src/otb/build/OTB/build/Testing/Temporary/fichier.tif
     - echo "ls $CI_PROJECT_DIR/testing/Temporary/ :" && ls $CI_PROJECT_DIR/testing/Temporary/
     - edjklsd
-    - echo "copy files" && cp /tmp/fichier.tif .
 #    - sudo ctest -L OTBTensorflow -V ; cp -r /src/otb/build/OTB/build/Testing/Temporary/*.tif $CI_PROJECT_DIR/testing/
   artifacts:
     when: on_failure
     paths:
-      - fichier.tif
+      - testing/Temporary/fichier.tif
     expire_in: 1 week
-- 
GitLab


From 7a9778e60c5b79af1b43f1de7ddd87dae7ed793f Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 17:44:55 +0200
Subject: [PATCH 086/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 9d750305..6b202dea 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -17,7 +17,7 @@ before_script:
 ctest:
   stage: Test
   script:
-    - touch /src/otb/build/OTB/build/Testing/Temporary/fichier.tif
+    - sudo touch /src/otb/build/OTB/build/Testing/Temporary/fichier.tif
     - echo "ls $CI_PROJECT_DIR/testing/Temporary/ :" && ls $CI_PROJECT_DIR/testing/Temporary/
     - edjklsd
 #    - sudo ctest -L OTBTensorflow -V ; cp -r /src/otb/build/OTB/build/Testing/Temporary/*.tif $CI_PROJECT_DIR/testing/
-- 
GitLab


From ed4c9f38ed3562b53bbe3daf7e4f6307deab0747 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 17:49:07 +0200
Subject: [PATCH 087/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 6b202dea..85208e56 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -21,6 +21,8 @@ ctest:
     - echo "ls $CI_PROJECT_DIR/testing/Temporary/ :" && ls $CI_PROJECT_DIR/testing/Temporary/
     - edjklsd
 #    - sudo ctest -L OTBTensorflow -V ; cp -r /src/otb/build/OTB/build/Testing/Temporary/*.tif $CI_PROJECT_DIR/testing/
+  after_script:
+    - cp -r /src/otb/build/OTB/build/Testing/Temporary/*.tif $CI_PROJECT_DIR/testing/
   artifacts:
     when: on_failure
     paths:
-- 
GitLab


From b3f0a941ccc4dc3d97fbb332c99837044485242c Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 17:51:38 +0200
Subject: [PATCH 088/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 85208e56..0862589e 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -12,14 +12,12 @@ stages:
 before_script:
 #  - sudo apt update && sudo apt install pylint flake8 cppcheck -y
 #  - sudo rm -rf /src/otbtf && sudo ln -s $PWD /src/otbtf && cd /src/otb/build/OTB/build && sudo make install -j4
-  - sudo mkdir -p /src/otb/build/OTB/build/Testing/Temporary && sudo ln -s /src/otb/build/OTB/build/Testing/Temporary testing
+#  - sudo mkdir -p /src/otb/build/OTB/build/Testing/Temporary && sudo ln -s /src/otb/build/OTB/build/Testing/Temporary testing
 
 ctest:
   stage: Test
   script:
     - sudo touch /src/otb/build/OTB/build/Testing/Temporary/fichier.tif
-    - echo "ls $CI_PROJECT_DIR/testing/Temporary/ :" && ls $CI_PROJECT_DIR/testing/Temporary/
-    - edjklsd
 #    - sudo ctest -L OTBTensorflow -V ; cp -r /src/otb/build/OTB/build/Testing/Temporary/*.tif $CI_PROJECT_DIR/testing/
   after_script:
     - cp -r /src/otb/build/OTB/build/Testing/Temporary/*.tif $CI_PROJECT_DIR/testing/
-- 
GitLab


From e8f8e7dad0299e10ad306c24073468083e0d1aa1 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 17:52:52 +0200
Subject: [PATCH 089/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 0862589e..87953ec2 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -20,7 +20,7 @@ ctest:
     - sudo touch /src/otb/build/OTB/build/Testing/Temporary/fichier.tif
 #    - sudo ctest -L OTBTensorflow -V ; cp -r /src/otb/build/OTB/build/Testing/Temporary/*.tif $CI_PROJECT_DIR/testing/
   after_script:
-    - cp -r /src/otb/build/OTB/build/Testing/Temporary/*.tif $CI_PROJECT_DIR/testing/
+    - cp -r /src/otb/build/OTB/build/Testing/Temporary $CI_PROJECT_DIR/testing
   artifacts:
     when: on_failure
     paths:
-- 
GitLab


From bfdb5b94150f8d3c173e466e74dedb7239cb7e1d Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 17:53:22 +0200
Subject: [PATCH 090/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 87953ec2..a84b769e 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -18,6 +18,7 @@ ctest:
   stage: Test
   script:
     - sudo touch /src/otb/build/OTB/build/Testing/Temporary/fichier.tif
+    - blabla fail
 #    - sudo ctest -L OTBTensorflow -V ; cp -r /src/otb/build/OTB/build/Testing/Temporary/*.tif $CI_PROJECT_DIR/testing/
   after_script:
     - cp -r /src/otb/build/OTB/build/Testing/Temporary $CI_PROJECT_DIR/testing
-- 
GitLab


From 45f3e90fbedfed9854f06fb829e731cafa5a667f Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 17:54:36 +0200
Subject: [PATCH 091/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index a84b769e..6d357d9b 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -22,6 +22,10 @@ ctest:
 #    - sudo ctest -L OTBTensorflow -V ; cp -r /src/otb/build/OTB/build/Testing/Temporary/*.tif $CI_PROJECT_DIR/testing/
   after_script:
     - cp -r /src/otb/build/OTB/build/Testing/Temporary $CI_PROJECT_DIR/testing
+    - ls .
+    - ls $CI_PROJECT_DIR
+    - ls testing
+    - ls $CI_PROJECT_DIR/testing
   artifacts:
     when: on_failure
     paths:
-- 
GitLab


From 77926d9b7aba075a36958177b151da07721fde0f Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 17:55:16 +0200
Subject: [PATCH 092/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 6d357d9b..af10b533 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -29,5 +29,5 @@ ctest:
   artifacts:
     when: on_failure
     paths:
-      - testing/Temporary/fichier.tif
+      - testing/*.*
     expire_in: 1 week
-- 
GitLab


From 845fd6a3904990877f6230e031838382b7b0079d Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 17:56:59 +0200
Subject: [PATCH 093/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 13 +++----------
 1 file changed, 3 insertions(+), 10 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index af10b533..46f14049 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -10,22 +10,15 @@ stages:
   - Test
 
 before_script:
-#  - sudo apt update && sudo apt install pylint flake8 cppcheck -y
-#  - sudo rm -rf /src/otbtf && sudo ln -s $PWD /src/otbtf && cd /src/otb/build/OTB/build && sudo make install -j4
-#  - sudo mkdir -p /src/otb/build/OTB/build/Testing/Temporary && sudo ln -s /src/otb/build/OTB/build/Testing/Temporary testing
+  - sudo apt update && sudo apt install pylint flake8 cppcheck -y
+  - sudo rm -rf /src/otbtf && sudo ln -s $PWD /src/otbtf && cd /src/otb/build/OTB/build && sudo make install -j4
 
 ctest:
   stage: Test
   script:
-    - sudo touch /src/otb/build/OTB/build/Testing/Temporary/fichier.tif
-    - blabla fail
-#    - sudo ctest -L OTBTensorflow -V ; cp -r /src/otb/build/OTB/build/Testing/Temporary/*.tif $CI_PROJECT_DIR/testing/
+    - sudo ctest -L OTBTensorflow -V
   after_script:
     - cp -r /src/otb/build/OTB/build/Testing/Temporary $CI_PROJECT_DIR/testing
-    - ls .
-    - ls $CI_PROJECT_DIR
-    - ls testing
-    - ls $CI_PROJECT_DIR/testing
   artifacts:
     when: on_failure
     paths:
-- 
GitLab


From 827511af5108d10a5bbd2bcd1f9e5c762e4cfc60 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 18:03:38 +0200
Subject: [PATCH 094/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 9 +++++++--
 1 file changed, 7 insertions(+), 2 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 46f14049..ff45a5a7 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,5 +1,8 @@
 image: gitlab-registry.irstea.fr/remi.cresson/otbtf:2.4-cpu-basic-testing
 
+variables:
+  OTB_TESTS_DIR: /src/otb/build/OTB/build/Testing/Temporary
+  ARTIFACTS_DIR: $CI_PROJECT_DIR/testing
 
 workflow:
   rules:
@@ -15,12 +18,14 @@ before_script:
 
 ctest:
   stage: Test
+  before_script:
+    - rm -rf $OTB_TESTS_DIR/*
   script:
     - sudo ctest -L OTBTensorflow -V
   after_script:
-    - cp -r /src/otb/build/OTB/build/Testing/Temporary $CI_PROJECT_DIR/testing
+    - cp -r $OTB_TESTS_DIR/* $ARTIFACTS_DIR
   artifacts:
     when: on_failure
     paths:
-      - testing/*.*
+      - $ARTIFACTS_DIR/*.*
     expire_in: 1 week
-- 
GitLab


From 83e00654609cea4d5559a6ae3459839093536296 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 18:07:48 +0200
Subject: [PATCH 095/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 12 +++++++-----
 1 file changed, 7 insertions(+), 5 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index ff45a5a7..34dda186 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,8 +1,10 @@
 image: gitlab-registry.irstea.fr/remi.cresson/otbtf:2.4-cpu-basic-testing
 
 variables:
-  OTB_TESTS_DIR: /src/otb/build/OTB/build/Testing/Temporary
-  ARTIFACTS_DIR: $CI_PROJECT_DIR/testing
+  OTBTF_SRC_DIR: /src/otbtf
+  OTB_BUILD_DIR: /src/otb/build/OTB/build
+  OTB_TESTS_DIR: $OTB_BUILD_DIR/Testing/Temporary
+  ARTIFACTS_DIR: testing
 
 workflow:
   rules:
@@ -14,16 +16,16 @@ stages:
 
 before_script:
   - sudo apt update && sudo apt install pylint flake8 cppcheck -y
-  - sudo rm -rf /src/otbtf && sudo ln -s $PWD /src/otbtf && cd /src/otb/build/OTB/build && sudo make install -j4
+  - sudo rm -rf $OTBTF_SRC_DIR && sudo ln -s $PWD $OTBTF_SRC_DIR && cd $OTB_BUILD_DIR && sudo make install -j4
 
 ctest:
   stage: Test
   before_script:
-    - rm -rf $OTB_TESTS_DIR/*
+    - sudo rm -rf $OTB_TESTS_DIR/*
   script:
     - sudo ctest -L OTBTensorflow -V
   after_script:
-    - cp -r $OTB_TESTS_DIR/* $ARTIFACTS_DIR
+    - cp -r $OTB_TESTS_DIR/* $CI_PROJECT_DIR/$ARTIFACTS_DIR
   artifacts:
     when: on_failure
     paths:
-- 
GitLab


From f79d05ddafaf794f9af281626237208689d07ae5 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 18:12:13 +0200
Subject: [PATCH 096/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 34dda186..0d5ca0d5 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -16,12 +16,13 @@ stages:
 
 before_script:
   - sudo apt update && sudo apt install pylint flake8 cppcheck -y
-  - sudo rm -rf $OTBTF_SRC_DIR && sudo ln -s $PWD $OTBTF_SRC_DIR && cd $OTB_BUILD_DIR && sudo make install -j4
+  - sudo rm -rf $OTBTF_SRC_DIR && sudo ln -s $PWD $OTBTF_SRC_DIR && cd $OTB_BUILD_DIR && sudo make install -j$(nproc --all)
 
 ctest:
   stage: Test
   before_script:
     - sudo rm -rf $OTB_TESTS_DIR/*
+    - cd $OTB_BUILD_DIR
   script:
     - sudo ctest -L OTBTensorflow -V
   after_script:
-- 
GitLab


From efcb5c1228c77070818bfc5c48f80466f36be6f7 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 18:28:27 +0200
Subject: [PATCH 097/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 0d5ca0d5..da6a627b 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -5,6 +5,7 @@ variables:
   OTB_BUILD_DIR: /src/otb/build/OTB/build
   OTB_TESTS_DIR: $OTB_BUILD_DIR/Testing/Temporary
   ARTIFACTS_DIR: testing
+  ABSOLUTE_ARTIFACTS_PATH: $CI_PROJECT_DIR/$ARTIFACTS_DIR
 
 workflow:
   rules:
@@ -26,7 +27,8 @@ ctest:
   script:
     - sudo ctest -L OTBTensorflow -V
   after_script:
-    - cp -r $OTB_TESTS_DIR/* $CI_PROJECT_DIR/$ARTIFACTS_DIR
+    - mkdir $ABSOLUTE_ARTIFACTS_PATH
+    - cp -r $OTB_TESTS_DIR/* $ABSOLUTE_ARTIFACTS_PATH/*
   artifacts:
     when: on_failure
     paths:
-- 
GitLab


From 3dd0138550e9c1a0985d3dfa0e301b2ab389837d Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 19:07:13 +0200
Subject: [PATCH 098/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 12 +++++++-----
 1 file changed, 7 insertions(+), 5 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index da6a627b..62609255 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -16,8 +16,9 @@ stages:
   - Test
 
 before_script:
-  - sudo apt update && sudo apt install pylint flake8 cppcheck -y
-  - sudo rm -rf $OTBTF_SRC_DIR && sudo ln -s $PWD $OTBTF_SRC_DIR && cd $OTB_BUILD_DIR && sudo make install -j$(nproc --all)
+  - echo "Hello"
+#  - sudo apt update && sudo apt install pylint flake8 cppcheck -y
+#  - sudo rm -rf $OTBTF_SRC_DIR && sudo ln -s $PWD $OTBTF_SRC_DIR && cd $OTB_BUILD_DIR && sudo make install -j$(nproc --all)
 
 ctest:
   stage: Test
@@ -25,10 +26,11 @@ ctest:
     - sudo rm -rf $OTB_TESTS_DIR/*
     - cd $OTB_BUILD_DIR
   script:
-    - sudo ctest -L OTBTensorflow -V
+#    - sudo ctest -L OTBTensorflow -V
+    - touch $OTB_TESTS_DIR/toto.tif
+    - dehjhzskj
   after_script:
-    - mkdir $ABSOLUTE_ARTIFACTS_PATH
-    - cp -r $OTB_TESTS_DIR/* $ABSOLUTE_ARTIFACTS_PATH/*
+    - cp -r $OTB_TESTS_DIR/* $ABSOLUTE_ARTIFACTS_PATH
   artifacts:
     when: on_failure
     paths:
-- 
GitLab


From 4f46222240a9db08916e019b9356a1fa16d224da Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 19:10:33 +0200
Subject: [PATCH 099/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 62609255..8c345462 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -27,8 +27,7 @@ ctest:
     - cd $OTB_BUILD_DIR
   script:
 #    - sudo ctest -L OTBTensorflow -V
-    - touch $OTB_TESTS_DIR/toto.tif
-    - dehjhzskj
+    - sudo touch $OTB_TESTS_DIR/toto.tif && dehjhzskj
   after_script:
     - cp -r $OTB_TESTS_DIR/* $ABSOLUTE_ARTIFACTS_PATH
   artifacts:
-- 
GitLab


From b411ff478ec78b9e6189264a4f60df4d9ee188fa Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 19:11:51 +0200
Subject: [PATCH 100/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 8c345462..c087593e 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -30,6 +30,7 @@ ctest:
     - sudo touch $OTB_TESTS_DIR/toto.tif && dehjhzskj
   after_script:
     - cp -r $OTB_TESTS_DIR/* $ABSOLUTE_ARTIFACTS_PATH
+    - ls $ABSOLUTE_ARTIFACTS_PATH
   artifacts:
     when: on_failure
     paths:
-- 
GitLab


From 7d415af6cb1eb3e9f7840ed99d7d40fb24a792f0 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 19:15:22 +0200
Subject: [PATCH 101/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 24 ++++++++----------------
 1 file changed, 8 insertions(+), 16 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index c087593e..9cb8557c 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,11 +1,5 @@
 image: gitlab-registry.irstea.fr/remi.cresson/otbtf:2.4-cpu-basic-testing
 
-variables:
-  OTBTF_SRC_DIR: /src/otbtf
-  OTB_BUILD_DIR: /src/otb/build/OTB/build
-  OTB_TESTS_DIR: $OTB_BUILD_DIR/Testing/Temporary
-  ARTIFACTS_DIR: testing
-  ABSOLUTE_ARTIFACTS_PATH: $CI_PROJECT_DIR/$ARTIFACTS_DIR
 
 workflow:
   rules:
@@ -16,23 +10,21 @@ stages:
   - Test
 
 before_script:
-  - echo "Hello"
-#  - sudo apt update && sudo apt install pylint flake8 cppcheck -y
-#  - sudo rm -rf $OTBTF_SRC_DIR && sudo ln -s $PWD $OTBTF_SRC_DIR && cd $OTB_BUILD_DIR && sudo make install -j$(nproc --all)
+  - sudo apt update && sudo apt install pylint flake8 cppcheck -y
+  - sudo rm -rf /src/otbtf && sudo ln -s $PWD /src/otbtf && cd /src/otb/build/OTB/build && sudo make install -j$(nproc --all)
 
 ctest:
   stage: Test
   before_script:
-    - sudo rm -rf $OTB_TESTS_DIR/*
-    - cd $OTB_BUILD_DIR
+    - sudo rm -rf /src/otb/build/OTB/build/Testing/Temporary/*
+  
   script:
-#    - sudo ctest -L OTBTensorflow -V
-    - sudo touch $OTB_TESTS_DIR/toto.tif && dehjhzskj
+    - sudo ctest -L OTBTensorflow -V
   after_script:
-    - cp -r $OTB_TESTS_DIR/* $ABSOLUTE_ARTIFACTS_PATH
-    - ls $ABSOLUTE_ARTIFACTS_PATH
+    - cp -r /src/otb/build/OTB/build/Testing/Temporary $CI_PROJECT_DIR/testing
   artifacts:
     when: on_failure
     paths:
-      - $ARTIFACTS_DIR/*.*
+      - testing/*.*
     expire_in: 1 week
+
-- 
GitLab


From 0c30e299bd5a60d7b4affb7bd52f5877ed97ec89 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 19:26:28 +0200
Subject: [PATCH 102/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 9cb8557c..a88d8fae 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -17,9 +17,8 @@ ctest:
   stage: Test
   before_script:
     - sudo rm -rf /src/otb/build/OTB/build/Testing/Temporary/*
-  
   script:
-    - sudo ctest -L OTBTensorflow -V
+    - cd /src/otb/build/OTB/build/ && sudo ctest -L OTBTensorflow -V
   after_script:
     - cp -r /src/otb/build/OTB/build/Testing/Temporary $CI_PROJECT_DIR/testing
   artifacts:
-- 
GitLab


From 5496a79b747ff7f94ef01383baeacc89a72fe548 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 19:34:24 +0200
Subject: [PATCH 103/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 14 +++++++++-----
 1 file changed, 9 insertions(+), 5 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index a88d8fae..13ed84f1 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -3,20 +3,24 @@ image: gitlab-registry.irstea.fr/remi.cresson/otbtf:2.4-cpu-basic-testing
 
 workflow:
   rules:
-    - if: $CI_MERGE_REQUEST_ID               # Execute jobs in merge request context
-    - if: $CI_COMMIT_BRANCH == 'master'      # Execute jobs when a new commit is pushed to master branch
+    - if: $CI_MERGE_REQUEST_ID             # Execute jobs in merge request context
+    - if: $CI_COMMIT_BRANCH == 'develop'   # Execute jobs when a new commit is pushed to develop branch
     
 stages:
   - Test
 
 before_script:
+    # Install packages for static analysis
   - sudo apt update && sudo apt install pylint flake8 cppcheck -y
-  - sudo rm -rf /src/otbtf && sudo ln -s $PWD /src/otbtf && cd /src/otb/build/OTB/build && sudo make install -j$(nproc --all)
+    # Replace otbtf source with this git repository tested branch
+  - sudo rm -rf /src/otbtf && sudo ln -s $PWD /src/otbtf 
+    # Re-build OTB with the new OTBTF sources
+  - cd /src/otb/build/OTB/build && sudo make install -j$(nproc --all)
+    # Empty testing temporary folder (old generated files here)
+  - sudo rm -rf /src/otb/build/OTB/build/Testing/Temporary/*
 
 ctest:
   stage: Test
-  before_script:
-    - sudo rm -rf /src/otb/build/OTB/build/Testing/Temporary/*
   script:
     - cd /src/otb/build/OTB/build/ && sudo ctest -L OTBTensorflow -V
   after_script:
-- 
GitLab


From 23ce60d5c9fb72fdc3fdec94f7fc416cf343087e Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 23:11:58 +0200
Subject: [PATCH 104/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 20 +++++++++++++++++++-
 1 file changed, 19 insertions(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 13ed84f1..e420dcfb 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,12 +1,12 @@
 image: gitlab-registry.irstea.fr/remi.cresson/otbtf:2.4-cpu-basic-testing
 
-
 workflow:
   rules:
     - if: $CI_MERGE_REQUEST_ID             # Execute jobs in merge request context
     - if: $CI_COMMIT_BRANCH == 'develop'   # Execute jobs when a new commit is pushed to develop branch
     
 stages:
+  - Static Analysis
   - Test
 
 before_script:
@@ -19,6 +19,24 @@ before_script:
     # Empty testing temporary folder (old generated files here)
   - sudo rm -rf /src/otb/build/OTB/build/Testing/Temporary/*
 
+flake8:
+  stage: Static Analysis
+  allow_failure: true
+  script:
+    - python -m flake8 --max-line-length=120 /src/otbtf/python
+    
+pylint:
+  stage: Static Analysis
+  allow_failure: true
+  script:
+    - pylint --disable=too-many-nested-blocks,too-many-locals,too-many-statements,too-few-public-methods,too-many-instance-attributes,too-many-arguments --ignored-modules=tensorflow --max-line-length=120 /src/otbtf/python
+    
+cppcheck:
+  stage: Static Analysis
+  allow_failure: true
+  script:
+    - cppcheck --enable=all --error-exitcode=1 /src/otbtf/
+
 ctest:
   stage: Test
   script:
-- 
GitLab


From 81a9a142af2612d6a424b4593033946da5facdb7 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 2 Sep 2021 23:21:39 +0200
Subject: [PATCH 105/281] ADD: ctest artifacts

---
 .gitlab-ci.yml | 20 ++++++++++++--------
 1 file changed, 12 insertions(+), 8 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index e420dcfb..fa304626 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,5 +1,9 @@
 image: gitlab-registry.irstea.fr/remi.cresson/otbtf:2.4-cpu-basic-testing
 
+variables:
+  OTB_BUILD: /src/otb/build/OTB/build
+  OTBTF_SRC: /src/otbtf
+
 workflow:
   rules:
     - if: $CI_MERGE_REQUEST_ID             # Execute jobs in merge request context
@@ -13,36 +17,36 @@ before_script:
     # Install packages for static analysis
   - sudo apt update && sudo apt install pylint flake8 cppcheck -y
     # Replace otbtf source with this git repository tested branch
-  - sudo rm -rf /src/otbtf && sudo ln -s $PWD /src/otbtf 
+  - sudo rm -rf $OTBTF_SRC && sudo ln -s $PWD $OTBTF_SRC 
     # Re-build OTB with the new OTBTF sources
-  - cd /src/otb/build/OTB/build && sudo make install -j$(nproc --all)
+  - cd $OTB_BUILD && sudo make install -j$(nproc --all)
     # Empty testing temporary folder (old generated files here)
-  - sudo rm -rf /src/otb/build/OTB/build/Testing/Temporary/*
+  - sudo rm -rf $OTB_BUILD/Testing/Temporary/*
 
 flake8:
   stage: Static Analysis
   allow_failure: true
   script:
-    - python -m flake8 --max-line-length=120 /src/otbtf/python
+    - python -m flake8 --max-line-length=120 $OTBTF_SRC/python
     
 pylint:
   stage: Static Analysis
   allow_failure: true
   script:
-    - pylint --disable=too-many-nested-blocks,too-many-locals,too-many-statements,too-few-public-methods,too-many-instance-attributes,too-many-arguments --ignored-modules=tensorflow --max-line-length=120 /src/otbtf/python
+    - pylint --disable=too-many-nested-blocks,too-many-locals,too-many-statements,too-few-public-methods,too-many-instance-attributes,too-many-arguments --ignored-modules=tensorflow --max-line-length=120 $OTBTF_SRC/python
     
 cppcheck:
   stage: Static Analysis
   allow_failure: true
   script:
-    - cppcheck --enable=all --error-exitcode=1 /src/otbtf/
+    - cppcheck --enable=all --error-exitcode=1 $OTBTF_SRC/
 
 ctest:
   stage: Test
   script:
-    - cd /src/otb/build/OTB/build/ && sudo ctest -L OTBTensorflow -V
+    - cd $OTB_BUILD/ && sudo ctest -L OTBTensorflow -V
   after_script:
-    - cp -r /src/otb/build/OTB/build/Testing/Temporary $CI_PROJECT_DIR/testing
+    - cp -r $OTB_BUILD/Testing/Temporary $CI_PROJECT_DIR/testing
   artifacts:
     when: on_failure
     paths:
-- 
GitLab


From b60191b43d7704e53daccd99e99cf1253db1798f Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Fri, 3 Sep 2021 10:22:41 +0200
Subject: [PATCH 106/281] DOC: update header

---
 python/create_savedmodel_ienco-m3_patchbased.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/python/create_savedmodel_ienco-m3_patchbased.py b/python/create_savedmodel_ienco-m3_patchbased.py
index ff869416..95b58062 100755
--- a/python/create_savedmodel_ienco-m3_patchbased.py
+++ b/python/create_savedmodel_ienco-m3_patchbased.py
@@ -2,8 +2,8 @@
 # -*- coding: utf-8 -*-
 # =========================================================================
 #
-#   Copyright 2018-2019 Remi Cresson (IRSTEA)
-#   Copyright 2020-2021 Remi Cresson (INRAE)
+#   Copyright 2018-2019 Remi Cresson, Dino Ienco (IRSTEA)
+#   Copyright 2020-2021 Remi Cresson, Dino Ienco (INRAE)
 #
 #   Licensed under the Apache License, Version 2.0 (the "License");
 #   you may not use this file except in compliance with the License.
-- 
GitLab


From 61cf9b44d3118967a84aec8a4d6892b12541f54b Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Fri, 3 Sep 2021 10:33:59 +0200
Subject: [PATCH 107/281] ENH: test extends build stage

---
 .gitlab-ci.yml | 27 +++++++++++++++------------
 1 file changed, 15 insertions(+), 12 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index fa304626..7b7910aa 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,8 +1,8 @@
 image: gitlab-registry.irstea.fr/remi.cresson/otbtf:2.4-cpu-basic-testing
 
 variables:
-  OTB_BUILD: /src/otb/build/OTB/build
-  OTBTF_SRC: /src/otbtf
+  OTB_BUILD: /src/otb/build/OTB/build  # Local OTB build directory
+  OTBTF_SRC: /src/otbtf  # Local OTBTF source directory
 
 workflow:
   rules:
@@ -10,19 +10,20 @@ workflow:
     - if: $CI_COMMIT_BRANCH == 'develop'   # Execute jobs when a new commit is pushed to develop branch
     
 stages:
+  - Build
   - Static Analysis
   - Test
 
 before_script:
-    # Install packages for static analysis
-  - sudo apt update && sudo apt install pylint flake8 cppcheck -y
-    # Replace otbtf source with this git repository tested branch
-  - sudo rm -rf $OTBTF_SRC && sudo ln -s $PWD $OTBTF_SRC 
-    # Re-build OTB with the new OTBTF sources
-  - cd $OTB_BUILD && sudo make install -j$(nproc --all)
-    # Empty testing temporary folder (old generated files here)
-  - sudo rm -rf $OTB_BUILD/Testing/Temporary/*
+  - sudo apt update && sudo apt install pylint flake8 cppcheck -y  # Packages for static analysis
+  - sudo rm -rf $OTBTF_SRC && sudo ln -s $PWD $OTBTF_SRC  # Replace local OTBTF source directory
 
+build:
+  stage: Build
+  allow_failure: false
+  script:
+    - cd $OTB_BUILD && sudo make install -j$(nproc --all)  # Rebuild OTB with new OTBTF sources
+    
 flake8:
   stage: Static Analysis
   allow_failure: true
@@ -43,10 +44,12 @@ cppcheck:
 
 ctest:
   stage: Test
+  extends: build
   script:
-    - cd $OTB_BUILD/ && sudo ctest -L OTBTensorflow -V
+    - sudo rm -rf $OTB_BUILD/Testing/Temporary/*  # Empty testing temporary folder (old files here)
+    - cd $OTB_BUILD/ && sudo ctest -L OTBTensorflow  # Run ctest
   after_script:
-    - cp -r $OTB_BUILD/Testing/Temporary $CI_PROJECT_DIR/testing
+    - cp -r $OTB_BUILD/Testing/Temporary $CI_PROJECT_DIR/testing  # Copy artifacts (they must be in $CI_PROJECT_DIR)
   artifacts:
     when: on_failure
     paths:
-- 
GitLab


From 75e844dc4032eab68f8e2eeeb530fde8df10dbc0 Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Fri, 3 Sep 2021 10:56:20 +0200
Subject: [PATCH 108/281] ENH: test extends build stage

---
 .gitlab-ci.yml | 15 +++++++++------
 1 file changed, 9 insertions(+), 6 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 7b7910aa..eed3cff6 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -15,24 +15,27 @@ stages:
   - Test
 
 before_script:
-  - sudo apt update && sudo apt install pylint flake8 cppcheck -y  # Packages for static analysis
   - sudo rm -rf $OTBTF_SRC && sudo ln -s $PWD $OTBTF_SRC  # Replace local OTBTF source directory
 
 build:
   stage: Build
   allow_failure: false
-  script:
+  before_script:
     - cd $OTB_BUILD && sudo make install -j$(nproc --all)  # Rebuild OTB with new OTBTF sources
-    
-flake8:
+
+.static_analysis_base:
   stage: Static Analysis
   allow_failure: true
+  before_script:
+    - sudo apt update && sudo apt install pylint flake8 cppcheck -y  # Packages for static analysis
+
+flake8:
+  extends: .static_analysis_base
   script:
     - python -m flake8 --max-line-length=120 $OTBTF_SRC/python
     
 pylint:
-  stage: Static Analysis
-  allow_failure: true
+  extends: .static_analysis_base
   script:
     - pylint --disable=too-many-nested-blocks,too-many-locals,too-many-statements,too-few-public-methods,too-many-instance-attributes,too-many-arguments --ignored-modules=tensorflow --max-line-length=120 $OTBTF_SRC/python
     
-- 
GitLab


From c831b7b56144062f9dc03af62f743781eba315fb Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Fri, 3 Sep 2021 11:03:16 +0200
Subject: [PATCH 109/281] ENH: test extends build stage

---
 .gitlab-ci.yml | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index eed3cff6..cf6a2a49 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -20,7 +20,7 @@ before_script:
 build:
   stage: Build
   allow_failure: false
-  before_script:
+  script:
     - cd $OTB_BUILD && sudo make install -j$(nproc --all)  # Rebuild OTB with new OTBTF sources
 
 .static_analysis_base:
@@ -48,10 +48,9 @@ cppcheck:
 ctest:
   stage: Test
   extends: build
-  script:
+  after_script:
     - sudo rm -rf $OTB_BUILD/Testing/Temporary/*  # Empty testing temporary folder (old files here)
     - cd $OTB_BUILD/ && sudo ctest -L OTBTensorflow  # Run ctest
-  after_script:
     - cp -r $OTB_BUILD/Testing/Temporary $CI_PROJECT_DIR/testing  # Copy artifacts (they must be in $CI_PROJECT_DIR)
   artifacts:
     when: on_failure
-- 
GitLab


From 3eba0d4cfbd51dc1822eaa4df608dcf5de41b9ce Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Fri, 3 Sep 2021 11:25:48 +0200
Subject: [PATCH 110/281] ENH: test extends build stage

---
 .gitlab-ci.yml | 10 ++++++++--
 1 file changed, 8 insertions(+), 2 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index cf6a2a49..3b790d9c 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -17,11 +17,14 @@ stages:
 before_script:
   - sudo rm -rf $OTBTF_SRC && sudo ln -s $PWD $OTBTF_SRC  # Replace local OTBTF source directory
 
+.compile:
+  script: cd $OTB_BUILD && sudo make install -j$(nproc --all)  # Rebuild OTB with new OTBTF sources
+
 build:
   stage: Build
   allow_failure: false
   script:
-    - cd $OTB_BUILD && sudo make install -j$(nproc --all)  # Rebuild OTB with new OTBTF sources
+    - !reference [.compile, script]
 
 .static_analysis_base:
   stage: Static Analysis
@@ -48,9 +51,12 @@ cppcheck:
 ctest:
   stage: Test
   extends: build
-  after_script:
+  before_script:
+    - !reference [.compile, script]
+  script:
     - sudo rm -rf $OTB_BUILD/Testing/Temporary/*  # Empty testing temporary folder (old files here)
     - cd $OTB_BUILD/ && sudo ctest -L OTBTensorflow  # Run ctest
+  after_script:
     - cp -r $OTB_BUILD/Testing/Temporary $CI_PROJECT_DIR/testing  # Copy artifacts (they must be in $CI_PROJECT_DIR)
   artifacts:
     when: on_failure
-- 
GitLab


From d7def1b65c6f5c07b562c2f139febc36e5aeb212 Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Fri, 3 Sep 2021 12:00:25 +0200
Subject: [PATCH 111/281] ENH: test extends build stage

---
 .gitlab-ci.yml | 13 +++++++------
 1 file changed, 7 insertions(+), 6 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 3b790d9c..dcb1f9bc 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -14,22 +14,23 @@ stages:
   - Static Analysis
   - Test
 
-before_script:
+.update_otbtf_src: &update_otbtf_src
   - sudo rm -rf $OTBTF_SRC && sudo ln -s $PWD $OTBTF_SRC  # Replace local OTBTF source directory
 
-.compile:
-  script: cd $OTB_BUILD && sudo make install -j$(nproc --all)  # Rebuild OTB with new OTBTF sources
+.compile_otbtf: &compile_otbtf
+  - cd $OTB_BUILD && sudo make install -j$(nproc --all)  # Rebuild OTB with new OTBTF sources
 
 build:
   stage: Build
   allow_failure: false
   script:
-    - !reference [.compile, script]
+    - *compile_otbtf
 
 .static_analysis_base:
   stage: Static Analysis
   allow_failure: true
   before_script:
+    - *update_otbtf_src
     - sudo apt update && sudo apt install pylint flake8 cppcheck -y  # Packages for static analysis
 
 flake8:
@@ -50,10 +51,10 @@ cppcheck:
 
 ctest:
   stage: Test
-  extends: build
   before_script:
-    - !reference [.compile, script]
+    - *update_otbtf_src
   script:
+    - *compile_otbtf
     - sudo rm -rf $OTB_BUILD/Testing/Temporary/*  # Empty testing temporary folder (old files here)
     - cd $OTB_BUILD/ && sudo ctest -L OTBTensorflow  # Run ctest
   after_script:
-- 
GitLab


From 1ea94f7bf7a96744fafd0f12d0dada3ae73ce57d Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Fri, 3 Sep 2021 12:08:02 +0200
Subject: [PATCH 112/281] TEST: change epsilon for test#2

---
 test/CMakeLists.txt | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index f255dcb9..108997cc 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -29,6 +29,9 @@ set(MODEL3_FC_OUT apTvClTensorflowModelServeFCNN16x16FC.tif)
 set(MODEL4_FC_OUT apTvClTensorflowModelServeFCNN64x64to32x32.tif)
 set(MODEL1_SAVED model1_updated)
 
+# Compare images tolerance
+set(DIFF_EPS_HI 0.1)
+
 #----------- Model training : 1-branch CNN (16x16) Patch-Based ----------------
 otb_test_application(NAME TensorflowModelTrainCNN16x16PB
   APP  TensorflowModelTrain
@@ -57,7 +60,7 @@ otb_test_application(NAME TensorflowModelServeCNN16x16PB
   -source1.rfieldx 16 -source1.rfieldy 16 -source1.placeholder x
   -model.dir ${MODEL1} -output.names prediction
   -out ${TEMP}/${MODEL1_PB_OUT}
-  VALID --compare-image ${EPSILON_6}
+  VALID --compare-image ${DIFF_EPS_HI}
   ${DATADIR}/${MODEL1_PB_OUT}
   ${TEMP}/${MODEL1_PB_OUT})
 
-- 
GitLab


From a7556f2161c36b0a477669662498a0fb9307ecdb Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Fri, 3 Sep 2021 12:11:35 +0200
Subject: [PATCH 113/281] TEST: change epsilon for test#2

---
 test/CMakeLists.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index 108997cc..4648a48c 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -30,7 +30,7 @@ set(MODEL4_FC_OUT apTvClTensorflowModelServeFCNN64x64to32x32.tif)
 set(MODEL1_SAVED model1_updated)
 
 # Compare images tolerance
-set(DIFF_EPS_HI 0.1)
+set(DIFF_EPS_HI 1)
 
 #----------- Model training : 1-branch CNN (16x16) Patch-Based ----------------
 otb_test_application(NAME TensorflowModelTrainCNN16x16PB
-- 
GitLab


From 3d8d1e3751b4346b808d7fa645c263f03ffd8aac Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Fri, 3 Sep 2021 12:50:53 +0200
Subject: [PATCH 114/281] FIX: cppcheck

---
 .gitlab-ci.yml | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index dcb1f9bc..4a7e89f3 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -44,8 +44,7 @@ pylint:
     - pylint --disable=too-many-nested-blocks,too-many-locals,too-many-statements,too-few-public-methods,too-many-instance-attributes,too-many-arguments --ignored-modules=tensorflow --max-line-length=120 $OTBTF_SRC/python
     
 cppcheck:
-  stage: Static Analysis
-  allow_failure: true
+  extends: .static_analysis_base
   script:
     - cppcheck --enable=all --error-exitcode=1 $OTBTF_SRC/
 
-- 
GitLab


From 8ca1d309d0f989d4dc008a033d6f807fb34ee525 Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Fri, 3 Sep 2021 13:06:01 +0200
Subject: [PATCH 115/281] TEST: update pipeline

---
 .gitlab-ci.yml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 4a7e89f3..f5f52e6e 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -23,6 +23,8 @@ stages:
 build:
   stage: Build
   allow_failure: false
+  before_script:
+    - *update_otbtf_src
   script:
     - *compile_otbtf
 
-- 
GitLab


From 6faaad3501942e585e8e95502f3fa8cb133c55cb Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Fri, 3 Sep 2021 13:10:46 +0200
Subject: [PATCH 116/281] ADD: module pydoc

---
 python/otbtf.py  | 4 ++++
 python/tricks.py | 8 ++++++--
 2 files changed, 10 insertions(+), 2 deletions(-)

diff --git a/python/otbtf.py b/python/otbtf.py
index a925d3ea..fd39e2a0 100644
--- a/python/otbtf.py
+++ b/python/otbtf.py
@@ -17,6 +17,10 @@
 #   limitations under the License.
 #
 # ==========================================================================*/
+"""
+Contains stuff to help working with Tensorflow and geospatial data in the
+OTBTF framework.
+"""
 import threading
 import multiprocessing
 import time
diff --git a/python/tricks.py b/python/tricks.py
index 87ec78f7..91488b62 100644
--- a/python/tricks.py
+++ b/python/tricks.py
@@ -17,6 +17,10 @@
 #   limitations under the License.
 #
 # ==========================================================================*/
+"""
+This module contains a set of python functions to interact with geospatial data
+and TensorFlow models.
+"""
 import gdal
 import numpy as np
 import tensorflow.compat.v1 as tf
@@ -47,11 +51,11 @@ def read_image_as_np(filename, as_patches=False):
     myarray = ds.ReadAsArray()
 
     # Re-order bands (when there is > 1 band)
-    if (len(myarray.shape) == 3):
+    if len(myarray.shape) == 3:
         axes = (1, 2, 0)
         myarray = np.transpose(myarray, axes=axes)
 
-    if (as_patches):
+    if as_patches:
         n = int(szy / szx)
         return myarray.reshape((n, szx, szx, n_bands))
 
-- 
GitLab


From 3f5a6b4bc33e797ef504b11ac87424053793ea4e Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Fri, 3 Sep 2021 13:19:05 +0200
Subject: [PATCH 117/281] FIX, REFAC: bring back GetTensorAttributes + remove
 tabs

---
 include/otbTensorflowGraphOperations.cxx | 58 ++++++++++++++++++++++++
 1 file changed, 58 insertions(+)

diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index 3d0601aa..c19dfeee 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -72,6 +72,64 @@ void LoadModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bu
 
 }
 
+// Get the following attributes of the specified tensors (by name) of a graph:
+// - shape
+// - datatype
+void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow::TensorInfo> layers, std::vector<std::string> & tensorsNames,
+    std::vector<tensorflow::TensorShapeProto> & shapes, std::vector<tensorflow::DataType> & dataTypes)
+{
+  // Allocation
+  shapes.clear();
+  shapes.reserve(tensorsNames.size());
+  dataTypes.clear();
+  dataTypes.reserve(tensorsNames.size());
+
+  // Get infos
+  for (std::vector<std::string>::iterator nameIt = tensorsNames.begin();
+      nameIt != tensorsNames.end(); ++nameIt)
+  {
+    bool found = false;
+    std::cout << "Searching for corresponding node of  : " << (*nameIt) << std::endl;
+    for (auto const & layer : layers)
+      // layer is a pair (name, tensor_info)
+      // cf https://stackoverflow.com/questions/63181951/how-to-get-graph-or-graphdef-from-a-given-model
+    {
+      std::string layername = layer.first;
+      if (layername.substr(0, layername.find(":")).compare((*nameIt)) == 0)
+        {
+          found = true;
+          const tensorflow::TensorInfo& tensor_info = layer.second;
+
+          // DEBUG
+          std::cout << "\tPrintDebugString --------------------------------";
+          std::cout << std::endl;
+          tensor_info.PrintDebugString();
+          std::cout << "\t-------------------------------------------------" << std::endl;
+
+
+          // Set default to DT_FLOAT
+          tensorflow::DataType ts_dt = tensorflow::DT_FLOAT;
+
+          // Default (input?) tensor type
+          ts_dt = tensor_info.dtype();
+          dataTypes.push_back(ts_dt);
+
+          // Get the tensor's shape
+          // Here we assure it's a tensor, with 1 shape
+          tensorflow::TensorShapeProto ts_shp = tensor_info.tensor_shape();
+          shapes.push_back(ts_shp);
+      }
+    }
+
+    if (!found)
+    {
+      itkGenericExceptionMacro("Tensor name \"" << (*nameIt) << "\" not found" );
+    }
+
+  }
+
+}
+
 //
 // Print a lot of stuff about the specified nodes of the graph
 //
-- 
GitLab


From 3c6c507d70042f459aaf28992e23b74bbdee3c5e Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Fri, 3 Sep 2021 13:37:03 +0200
Subject: [PATCH 118/281] DOC, STYLE: reformat code, update comments and doc

---
 include/otbTensorflowGraphOperations.cxx      | 56 ++++++-------
 include/otbTensorflowMultisourceModelBase.h   | 41 +++-------
 include/otbTensorflowMultisourceModelBase.hxx | 79 +++++++++++++------
 3 files changed, 89 insertions(+), 87 deletions(-)

diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index c19dfeee..4d6f7d34 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -26,9 +26,9 @@ void RestoreModel(const tensorflow::tstring path, tensorflow::SavedModelBundle &
   {{bundle.meta_graph_def.saver_def().filename_tensor_name(), checkpointPathTensor}};
   auto status = bundle.session->Run(feed_dict, {}, {bundle.meta_graph_def.saver_def().restore_op_name()}, nullptr);
   if (!status.ok())
-    {
+  {
     itkGenericExceptionMacro("Can't restore the input model: " << status.ToString() );
-    }
+  }
 }
 
 //
@@ -42,9 +42,9 @@ void SaveModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bu
   {{bundle.meta_graph_def.saver_def().filename_tensor_name(), checkpointPathTensor}};
   auto status = bundle.session->Run(feed_dict, {}, {bundle.meta_graph_def.saver_def().save_tensor_name()}, nullptr);
   if (!status.ok())
-    {
+  {
     itkGenericExceptionMacro("Can't restore the input model: " << status.ToString() );
-    }
+  }
 }
 
 //
@@ -66,10 +66,9 @@ void LoadModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bu
   auto status = tensorflow::LoadSavedModel(tensorflow::SessionOptions(), runoptions,
       path, tagSets, &bundle);
   if (!status.ok())
-    {
+  {
     itkGenericExceptionMacro("Can't load the input model: " << status.ToString() );
-    }
-
+  }
 }
 
 // Get the following attributes of the specified tensors (by name) of a graph:
@@ -91,43 +90,41 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
     bool found = false;
     std::cout << "Searching for corresponding node of  : " << (*nameIt) << std::endl;
     for (auto const & layer : layers)
+    {
       // layer is a pair (name, tensor_info)
       // cf https://stackoverflow.com/questions/63181951/how-to-get-graph-or-graphdef-from-a-given-model
-    {
       std::string layername = layer.first;
       if (layername.substr(0, layername.find(":")).compare((*nameIt)) == 0)
-        {
-          found = true;
-          const tensorflow::TensorInfo& tensor_info = layer.second;
+      {
+        found = true;
+        const tensorflow::TensorInfo& tensor_info = layer.second;
 
-          // DEBUG
-          std::cout << "\tPrintDebugString --------------------------------";
-          std::cout << std::endl;
-          tensor_info.PrintDebugString();
-          std::cout << "\t-------------------------------------------------" << std::endl;
+        // DEBUG
+        std::cout << "\tPrintDebugString --------------------------------";
+        std::cout << std::endl;
+        tensor_info.PrintDebugString();
+        std::cout << "\t-------------------------------------------------" << std::endl;
 
 
-          // Set default to DT_FLOAT
-          tensorflow::DataType ts_dt = tensorflow::DT_FLOAT;
+        // Set default to DT_FLOAT
+        tensorflow::DataType ts_dt = tensorflow::DT_FLOAT;
 
-          // Default (input?) tensor type
-          ts_dt = tensor_info.dtype();
-          dataTypes.push_back(ts_dt);
+        // Default (input?) tensor type
+        ts_dt = tensor_info.dtype();
+        dataTypes.push_back(ts_dt);
 
-          // Get the tensor's shape
-          // Here we assure it's a tensor, with 1 shape
-          tensorflow::TensorShapeProto ts_shp = tensor_info.tensor_shape();
-          shapes.push_back(ts_shp);
+        // Get the tensor's shape
+        // Here we assure it's a tensor, with 1 shape
+        tensorflow::TensorShapeProto ts_shp = tensor_info.tensor_shape();
+        shapes.push_back(ts_shp);
       }
-    }
+    } // next layer
 
     if (!found)
     {
       itkGenericExceptionMacro("Tensor name \"" << (*nameIt) << "\" not found" );
     }
-
-  }
-
+  } // next tensor name
 }
 
 //
@@ -170,7 +167,6 @@ void PrintNodeAttributes(const tensorflow::GraphDef & graph, std::vector<std::st
       } // node name match
     } // next node name
   } // next node of the graph
-
 }
 
 } // end namespace tf
diff --git a/include/otbTensorflowMultisourceModelBase.h b/include/otbTensorflowMultisourceModelBase.h
index 7ec41793..1c9b912e 100644
--- a/include/otbTensorflowMultisourceModelBase.h
+++ b/include/otbTensorflowMultisourceModelBase.h
@@ -47,8 +47,7 @@ namespace otb
  * be the same. If not, an exception will be thrown during the method
  * GenerateOutputInformation().
  *
- * The TensorFlow graph and session must be set using the SetGraph() and
- * SetSession() methods.
+ * The TensorFlow SavedModel pointer must be set using the SetSavedModel() method.
  *
  * Target nodes names of the TensorFlow graph that must be triggered can be set
  * with the SetTargetNodesNames.
@@ -105,33 +104,11 @@ public:
   typedef std::vector<tensorflow::Tensor>            TensorListType;
 
   /** Set and Get the Tensorflow session and graph */
-  void SetSavedModel(tensorflow::SavedModelBundle * saved_model)      { m_SavedModel = saved_model;     }
-  tensorflow::SavedModelBundle * GetSavedModel()                { return m_SavedModel;     }
-
-  tensorflow::SignatureDef GetSignatureDef() 
-  {
-	  auto signatures = this->GetSavedModel()->GetSignatures();
-	  tensorflow::SignatureDef signature_def;
-	  std::cout << "AVANT signature search" << std::endl;
-	  // If serving_default key exists (which is the default for TF saved model), choose it as signature
-	  // Else, choose the first one
-	  if (signatures.size() == 0){
-        itkExceptionMacro("There are no available signatures for this tag-set  \n" <<
-                          "Please check which tag-set to use by running `saved_model_cli show --dir your_model_dir --all`");
-      }
-	  if (signatures.contains(tensorflow::kDefaultServingSignatureDefKey)){
-		 signature_def = signatures.at(tensorflow::kDefaultServingSignatureDefKey);
-	  } else {
-		 std::cout << "Debug avant .begin()" << std::endl;
-		 auto debug = *(signatures.begin());
-		 std::cout << "Debug après .begin()" << std::endl;
-		 std::cout << "FIRST SIGNATUREDEF" << signatures.begin()->first << std::endl;
-		 signature_def = signatures.begin()->second;
-	  }
-
-	  return signature_def;
-
-  }
+  void SetSavedModel(tensorflow::SavedModelBundle * saved_model) {m_SavedModel = saved_model;}
+  tensorflow::SavedModelBundle * GetSavedModel() {return m_SavedModel;}
+
+  /** Get the SignatureDef */
+  tensorflow::SignatureDef GetSignatureDef();
 
   /** Model parameters */
   void PushBackInputTensorBundle(std::string name, SizeType receptiveField, ImagePointerType image);
@@ -154,8 +131,8 @@ public:
   itkGetMacro(OutputExpressionFields, SizeListType);
 
   /** User placeholders */
-  void SetUserPlaceholders(DictType dict) { m_UserPlaceholders = dict; }
-  DictType GetUserPlaceholders()          { return m_UserPlaceholders; }
+  void SetUserPlaceholders(DictType dict) {m_UserPlaceholders = dict;}
+  DictType GetUserPlaceholders() {return m_UserPlaceholders;}
 
   /** Target nodes names */
   itkSetMacro(TargetNodesNames, StringList);
@@ -198,7 +175,7 @@ private:
   TensorShapeProtoList       m_InputTensorsShapes;      // Input tensors shapes
   TensorShapeProtoList       m_OutputTensorsShapes;     // Output tensors shapes
 
-  // Ajout
+  // Tensor names mapping
   std::map<std::string, std::string> m_UserNameToLayerNameMapping;
 
 }; // end class
diff --git a/include/otbTensorflowMultisourceModelBase.hxx b/include/otbTensorflowMultisourceModelBase.hxx
index a0009988..0bd8b24d 100644
--- a/include/otbTensorflowMultisourceModelBase.hxx
+++ b/include/otbTensorflowMultisourceModelBase.hxx
@@ -20,26 +20,57 @@ namespace otb
 template <class TInputImage, class TOutputImage>
 TensorflowMultisourceModelBase<TInputImage, TOutputImage>
 ::TensorflowMultisourceModelBase()
- {
+{
   Superclass::SetCoordinateTolerance(itk::NumericTraits<double>::max() );
   Superclass::SetDirectionTolerance(itk::NumericTraits<double>::max() );
- }
+}
+
+template <class TInputImage, class TOutputImage>
+tensorflow::SignatureDef
+TensorflowMultisourceModelBase<TInputImage, TOutputImage>
+::GetSignatureDef() 
+{
+  auto signatures = this->GetSavedModel()->GetSignatures();
+  tensorflow::SignatureDef signature_def;
+  std::cout << "AVANT signature search" << std::endl;
+  // If serving_default key exists (which is the default for TF saved model), choose it as signature
+  // Else, choose the first one
+  if (signatures.size() == 0)
+  {
+    itkExceptionMacro("There are no available signatures for this tag-set  \n" <<
+                      "Please check which tag-set to use by running `saved_model_cli show --dir your_model_dir --all`");
+  }
+
+  if (signatures.contains(tensorflow::kDefaultServingSignatureDefKey))
+  {
+    signature_def = signatures.at(tensorflow::kDefaultServingSignatureDefKey);
+  }
+  else
+  {
+    std::cout << "Debug avant .begin()" << std::endl;
+    auto debug = *(signatures.begin());
+    std::cout << "Debug après .begin()" << std::endl;
+    std::cout << "FIRST SIGNATUREDEF" << signatures.begin()->first << std::endl;
+    signature_def = signatures.begin()->second;
+  }
+  return signature_def;
+}
 
 template <class TInputImage, class TOutputImage>
 void
 TensorflowMultisourceModelBase<TInputImage, TOutputImage>
 ::PushBackInputTensorBundle(std::string placeholder, SizeType receptiveField, ImagePointerType image)
- {
+{
   Superclass::PushBackInput(image);
   m_InputReceptiveFields.push_back(receptiveField);
   m_InputPlaceholders.push_back(placeholder);
- }
+}
 
 template <class TInputImage, class TOutputImage>
 std::stringstream
 TensorflowMultisourceModelBase<TInputImage, TOutputImage>
 ::GenerateDebugReport(DictType & inputs)
- {
+{
   // Create a debug report
   std::stringstream debugReport;
 
@@ -50,36 +81,36 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
 
   // Describe inputs
   for (unsigned int i = 0 ; i < this->GetNumberOfInputs() ; i++)
-    {
+  {
     const ImagePointerType inputPtr = const_cast<TInputImage*>(this->GetInput(i));
     const RegionType reqRegion = inputPtr->GetRequestedRegion();
     debugReport << "Input #" << i << ":\n";
     debugReport << "Requested region: " << reqRegion << "\n";
     debugReport << "Tensor shape (\"" << inputs[i].first << "\": " << tf::PrintTensorShape(inputs[i].second.shape()) << "\n";
-    }
+  }
 
   // Show user placeholders
   debugReport << "User placeholders:\n" ;
   for (auto& dict: this->GetUserPlaceholders())
-    {
+  {
     debugReport << dict.first << " " << tf::PrintTensorInfos(dict.second) << "\n" << std::endl;
-    }
+  }
 
   return debugReport;
- }
+}
 
 
 template <class TInputImage, class TOutputImage>
 void
 TensorflowMultisourceModelBase<TInputImage, TOutputImage>
 ::RunSession(DictType & inputs, TensorListType & outputs)
- {
+{
 
   // Add the user's placeholders
   for (auto& dict: this->GetUserPlaceholders())
-    {
+  {
     inputs.push_back(dict);
-    }
+  }
 
   // Run the TF session here
   // The session will initialize the outputs
@@ -87,7 +118,7 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
 
   // DEBUG 
   for (auto& ss: m_OutputTensors)
-  { std::cout << "DEBUG m_OutputTensor :" << ss << std::endl;}
+    std::cout << "DEBUG m_OutputTensor :" << ss << std::endl;
 
   for (auto& map: m_UserNameToLayerNameMapping)
   {
@@ -126,7 +157,8 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
   std::cout << "<<<<<<<<<<<<<<<<<<< after this->GetSavedModel().session<<<<<<<<<<<<<<<<<<"<<std::endl;
   std::cout << " " << std::endl;
 
-  if (!status.ok()) {
+  if (!status.ok())
+  {
 
     // Create a debug report
     std::stringstream debugReport = GenerateDebugReport(inputs);
@@ -135,16 +167,14 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
     itkExceptionMacro("Can't run the tensorflow session !\n" <<
                       "Tensorflow error message:\n" << status.ToString() << "\n"
                       "OTB Filter debug message:\n" << debugReport.str() );
-
   }
-
- }
+}
 
 template <class TInputImage, class TOutputImage>
 void
 TensorflowMultisourceModelBase<TInputImage, TOutputImage>
 ::GenerateOutputInformation()
- {
+{
 
   // Check that the number of the following is the same
   // - input placeholders names
@@ -152,20 +182,20 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
   // - input images
   const unsigned int nbInputs = this->GetNumberOfInputs();
   if (nbInputs != m_InputReceptiveFields.size() || nbInputs != m_InputPlaceholders.size())
-    {
+  {
     itkExceptionMacro("Number of input images is " << nbInputs <<
                       " but the number of input patches size is " << m_InputReceptiveFields.size() <<
                       " and the number of input tensors names is " << m_InputPlaceholders.size());
-    }
+  }
 
   // Check that the number of the following is the same
   // - output tensors names
   // - output expression fields
   if (m_OutputExpressionFields.size() != m_OutputTensors.size())
-    {
+  {
     itkExceptionMacro("Number of output tensors names is " << m_OutputTensors.size() <<
                       " but the number of output fields of expression is " << m_OutputExpressionFields.size());
-    }
+  }
 
   //////////////////////////////////////////////////////////////////////////////////////////
   //                               Get tensors information
@@ -192,8 +222,7 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
   // Get input and output tensors datatypes and shapes
   tf::GetTensorAttributes(signaturedef.inputs(), m_InputPlaceholders, m_InputTensorsShapes, m_InputTensorsDataTypes);
   tf::GetTensorAttributes(signaturedef.outputs(), m_OutputTensors, m_OutputTensorsShapes, m_OutputTensorsDataTypes);
-
- }
+}
 
 
 } // end namespace otb
-- 
GitLab


From 408a7b60195d906bb7525df9afe964dc1a3c87f9 Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Fri, 3 Sep 2021 13:59:54 +0200
Subject: [PATCH 119/281] ADD: something to test in .gitlab-ci

---
 .gitlab-ci.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index f5f52e6e..ebab218a 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -48,6 +48,7 @@ pylint:
 cppcheck:
   extends: .static_analysis_base
   script:
+#   - cppcheck --enable=all  /src/otb/otb/Modules/Remote/otbtf --check-config -I /opt/otbtf/include/OTB-7.2/ -I /usr/include/ITK-4.13/ -I /opt/otbtf/include/tf/ -I /usr/include/ -I /usr/include/boost/predef/os/ --suppress=missingIncludeSystem
     - cppcheck --enable=all --error-exitcode=1 $OTBTF_SRC/
 
 ctest:
-- 
GitLab


From 6aa4eb0ed651ca1999c30bfeab480e6751a1aa22 Mon Sep 17 00:00:00 2001
From: Cresson Remi <remi.cresson@irstea.fr>
Date: Fri, 3 Sep 2021 19:09:03 +0200
Subject: [PATCH 120/281] ADD: .clang-format

---
 .clang-format | 30 ++++++++++++++++++++++++++++++
 1 file changed, 30 insertions(+)
 create mode 100644 .clang-format

diff --git a/.clang-format b/.clang-format
new file mode 100644
index 00000000..bf8ff45f
--- /dev/null
+++ b/.clang-format
@@ -0,0 +1,30 @@
+---
+AlignAfterOpenBracket: Align
+AlignConsecutiveAssignments: true
+AlignConsecutiveDeclarations: true
+AlignEscapedNewlinesLeft: true
+AlignOperands:   true
+AlignTrailingComments: true
+AllowShortBlocksOnASingleLine: false
+AllowShortCaseLabelsOnASingleLine: false
+AllowShortFunctionsOnASingleLine: false
+AllowShortIfStatementsOnASingleLine: false
+AllowShortLoopsOnASingleLine: false
+AlwaysBreakBeforeMultilineStrings: true
+AlwaysBreakTemplateDeclarations: true
+BreakBeforeBraces: Allman
+ColumnLimit:     160
+ConstructorInitializerAllOnOneLineOrOnePerLine: true
+ConstructorInitializerIndentWidth: 2
+Cpp11BracedListStyle: true
+DerivePointerAlignment: false
+IndentWidth:     2
+Language:        Cpp
+MaxEmptyLinesToKeep: 2
+NamespaceIndentation: None
+PointerAlignment: Left
+SortIncludes: false
+Standard:        Cpp11
+TabWidth:        2
+UseTab:          Never
+...
-- 
GitLab


From bdf9fff79ce7a83668b63a3163cb82b64a06d817 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 16 Sep 2021 18:31:10 +0200
Subject: [PATCH 121/281] TEST: change baseline and test to match output from
 the testing docker image

---
 test/CMakeLists.txt                           |   5 +----
 .../apTvClTensorflowModelServeCNN16x16PB.tif  | Bin 1659 -> 51598 bytes
 2 files changed, 1 insertion(+), 4 deletions(-)

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index 4648a48c..f255dcb9 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -29,9 +29,6 @@ set(MODEL3_FC_OUT apTvClTensorflowModelServeFCNN16x16FC.tif)
 set(MODEL4_FC_OUT apTvClTensorflowModelServeFCNN64x64to32x32.tif)
 set(MODEL1_SAVED model1_updated)
 
-# Compare images tolerance
-set(DIFF_EPS_HI 1)
-
 #----------- Model training : 1-branch CNN (16x16) Patch-Based ----------------
 otb_test_application(NAME TensorflowModelTrainCNN16x16PB
   APP  TensorflowModelTrain
@@ -60,7 +57,7 @@ otb_test_application(NAME TensorflowModelServeCNN16x16PB
   -source1.rfieldx 16 -source1.rfieldy 16 -source1.placeholder x
   -model.dir ${MODEL1} -output.names prediction
   -out ${TEMP}/${MODEL1_PB_OUT}
-  VALID --compare-image ${DIFF_EPS_HI}
+  VALID --compare-image ${EPSILON_6}
   ${DATADIR}/${MODEL1_PB_OUT}
   ${TEMP}/${MODEL1_PB_OUT})
 
diff --git a/test/data/apTvClTensorflowModelServeCNN16x16PB.tif b/test/data/apTvClTensorflowModelServeCNN16x16PB.tif
index 8d936fcbdf8406a5e3321e46c71ac108a7a7cc61..25b1e9a73435a0d9d29683af5a2e6e8bec29eb11 100644
GIT binary patch
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-- 
GitLab


From 0ace297f4be88cd34065e98aca4ba58858033c27 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicolas=20Nar=C3=A7on?= <nicolas.narcon@inrae.fr>
Date: Mon, 27 Sep 2021 15:31:05 +0200
Subject: [PATCH 122/281] ENH: remove debug messages

---
 include/otbTensorflowGraphOperations.cxx      |  9 ++-----
 include/otbTensorflowMultisourceModelBase.h   |  4 ---
 include/otbTensorflowMultisourceModelBase.hxx | 27 +------------------
 .../otbTensorflowMultisourceModelFilter.hxx   |  2 +-
 4 files changed, 4 insertions(+), 38 deletions(-)

diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index 3e7c1d78..ce0937e8 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -97,7 +97,7 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
       nameIt != tensorsNames.end(); ++nameIt)
   {
     bool found = false;
-    std::cout << "Searching for corresponding node of  : " << (*nameIt) << std::endl;
+    std::cout << "Searching for corresponding node of  : " << (*nameIt) << "... ";
     for (auto const & layer : layers)
       // layer is a pair (name, tensor_info)
       // cf https://stackoverflow.com/questions/63181951/how-to-get-graph-or-graphdef-from-a-given-model
@@ -108,12 +108,7 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
           found = true;
 	  const tensorflow::TensorInfo& tensor_info = layer.second;
 
-	  // DEBUG
-      std::cout << "\tPrintDebugString --------------------------------";
-      std::cout << std::endl;
-      tensor_info.PrintDebugString();
-      std::cout << "\t-------------------------------------------------" << std::endl;
-
+      std::cout << "Found : " << layername << std::endl;
 
 	  // Set default to DT_FLOAT
 	  tensorflow::DataType ts_dt = tensorflow::DT_FLOAT;
diff --git a/include/otbTensorflowMultisourceModelBase.h b/include/otbTensorflowMultisourceModelBase.h
index 8b6dcffa..10234440 100644
--- a/include/otbTensorflowMultisourceModelBase.h
+++ b/include/otbTensorflowMultisourceModelBase.h
@@ -111,7 +111,6 @@ public:
   {
 	  auto signatures = this->GetSavedModel()->GetSignatures();
 	  tensorflow::SignatureDef signature_def;
-	  std::cout << "AVANT signature search" << std::endl;
 	  // If serving_default key exists (which is the default for TF saved model), choose it as signature
 	  // Else, choose the first one
 	  if (signatures.size() == 0){
@@ -121,10 +120,7 @@ public:
 	  if (signatures.contains(tensorflow::kDefaultServingSignatureDefKey)){
 		 signature_def = signatures.at(tensorflow::kDefaultServingSignatureDefKey);
 	  } else {
-		 std::cout << "Debug avant .begin()" << std::endl;
 		 auto debug = *(signatures.begin());
-		 std::cout << "Debug après .begin()" << std::endl;
-		 std::cout << "FIRST SIGNATUREDEF" << signatures.begin()->first << std::endl;
 		 signature_def = signatures.begin()->second;
 	  }
 
diff --git a/include/otbTensorflowMultisourceModelBase.hxx b/include/otbTensorflowMultisourceModelBase.hxx
index a0009988..d080a850 100644
--- a/include/otbTensorflowMultisourceModelBase.hxx
+++ b/include/otbTensorflowMultisourceModelBase.hxx
@@ -84,17 +84,6 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
   // Run the TF session here
   // The session will initialize the outputs
 
-
-  // DEBUG 
-  for (auto& ss: m_OutputTensors)
-  { std::cout << "DEBUG m_OutputTensor :" << ss << std::endl;}
-
-  for (auto& map: m_UserNameToLayerNameMapping)
-  {
-    std::cout << "first of Mapping" << map.first << std::endl;
-    std::cout << "second of Mapping" << map.second << std::endl;
-  }
-
   // Inputs corresponds to the names of placeholder, as specified when calling TensorFlowModelServe application
   // Decloud example: For TF1 model, it is specified by the user as "tower_0:s2_t". For TF2 model, it must be specified by the user as "s2_t"
   // Thus, for TF2, we must transorm that to "serving_default_s2_t"
@@ -103,28 +92,18 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
   {
     DictElementType element = {m_UserNameToLayerNameMapping[dict.first], dict.second};
     inputs_new.push_back(element);
-    std::cout << "DEBUG dans boucle name issu de inputs" << dict.first << std::endl;
-    std::cout << "DEBUG m_UserNameToLayerNameMapping[dict.first] INPUT " << m_UserNameToLayerNameMapping[dict.first] << std::endl;
   }
 
   StringList m_OutputTensors_new;
   for (auto& name: m_OutputTensors)
   {
-    std::cout << "DEBUG dans boucle name issu de m_OutputTensors " << name << std::endl;
-    std::cout << "DEBUG m_UserNameToLayerNameMapping[name] OUTPUT " << m_UserNameToLayerNameMapping[name] << std::endl;
     m_OutputTensors_new.push_back(m_UserNameToLayerNameMapping[name]);
   }
 
- 
-  // DEBUG
-  std::cout << "<<<<<<<<<<<<<<<<<<< before this->GetSavedModel().session<<<<<<<<<<<<<<<<<<"<<std::endl;
-
   // Run the session, evaluating our output tensors from the graph
   auto status = this->GetSavedModel()->session.get()->Run(inputs_new, m_OutputTensors_new, m_TargetNodesNames, &outputs);
  
   // DEBUG
-  std::cout << "<<<<<<<<<<<<<<<<<<< after this->GetSavedModel().session<<<<<<<<<<<<<<<<<<"<<std::endl;
-  std::cout << " " << std::endl;
 
   if (!status.ok()) {
 
@@ -177,16 +156,12 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
     std::string userName = output.first.substr(0, output.first.find(":"));
     std::string layerName = output.second.name();
     m_UserNameToLayerNameMapping[userName] = layerName;
-    std::cout << "DEBUG dans boucle output: GenerateOutputInformation pour remplir mapping " << userName << std::endl;
-    std::cout << "                        :                                      layername " << layerName << std::endl;
-  } 
+  }
   for (auto& input: signaturedef.inputs())
   { 
     std::string userName = input.first.substr(0, input.first.find(":"));
     std::string layerName = input.second.name();
     m_UserNameToLayerNameMapping[userName] = layerName;
-    std::cout << "DEBUG dans boucle input: GenerateOutputInformation pour remplir mapping " << userName << std::endl;
-    std::cout << "                       :                                      layername " << layerName << std::endl;
   }
 
   // Get input and output tensors datatypes and shapes
diff --git a/include/otbTensorflowMultisourceModelFilter.hxx b/include/otbTensorflowMultisourceModelFilter.hxx
index 220aef6b..b4d8fcda 100644
--- a/include/otbTensorflowMultisourceModelFilter.hxx
+++ b/include/otbTensorflowMultisourceModelFilter.hxx
@@ -463,7 +463,7 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
     } // next input tensor
 
   // Run session
-  TensorListType outputs;
+  // TODO: see if we print some info about inputs/outputs of the model e.g. m_OutputTensors
   this->RunSession(inputs, outputs);
 
   // Fill the output buffer with zero value
-- 
GitLab


From 527f8297b17543347b49ac88d272f6c493776cbb Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicolas=20Nar=C3=A7on?= <nicolas.narcon@inrae.fr>
Date: Mon, 27 Sep 2021 15:46:34 +0200
Subject: [PATCH 123/281] BUG: too much deletion...

---
 include/otbTensorflowMultisourceModelFilter.hxx | 1 +
 1 file changed, 1 insertion(+)

diff --git a/include/otbTensorflowMultisourceModelFilter.hxx b/include/otbTensorflowMultisourceModelFilter.hxx
index b4d8fcda..ff5d695c 100644
--- a/include/otbTensorflowMultisourceModelFilter.hxx
+++ b/include/otbTensorflowMultisourceModelFilter.hxx
@@ -464,6 +464,7 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
 
   // Run session
   // TODO: see if we print some info about inputs/outputs of the model e.g. m_OutputTensors
+  TensorListType outputs;
   this->RunSession(inputs, outputs);
 
   // Fill the output buffer with zero value
-- 
GitLab


From b2eeb4f75452c052519b3b32c27337e8e3385501 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicolas=20Nar=C3=A7on?= <nicolas.narcon@inrae.fr>
Date: Tue, 28 Sep 2021 12:44:32 +0200
Subject: [PATCH 124/281] ENH: change std::cout to otbAppLogINFO

---
 include/otbTensorflowGraphOperations.cxx | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index 3126abd4..c92bf400 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -88,7 +88,7 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
       nameIt != tensorsNames.end(); ++nameIt)
   {
     bool found = false;
-    std::cout << "Searching for corresponding node of  : " << (*nameIt) << "... ";
+    otbAppLogINFO("Searching for corresponding node of  : " << (*nameIt) << "... ");
     for (auto const & layer : layers)
     {
       // layer is a pair (name, tensor_info)
@@ -99,7 +99,7 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
         found = true;
         const tensorflow::TensorInfo& tensor_info = layer.second;
 
-        std::cout << "Found : " << layername << std::endl;
+        otbAppLogINFO("Found : " << layername << "in the model");
 
         // Set default to DT_FLOAT
         tensorflow::DataType ts_dt = tensorflow::DT_FLOAT;
-- 
GitLab


From 1928e98a655191c5f454be93ca08bb0e83669332 Mon Sep 17 00:00:00 2001
From: "benjamin.commandre" <benjamin.commandre@irstea.fr>
Date: Fri, 8 Oct 2021 10:30:45 +0200
Subject: [PATCH 125/281] Test SR

---
 .gitlab-ci.yml | 39 ++++++++++++++++++++++++++++-----------
 1 file changed, 28 insertions(+), 11 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index ebab218a..4f5dd691 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -20,44 +20,45 @@ stages:
 .compile_otbtf: &compile_otbtf
   - cd $OTB_BUILD && sudo make install -j$(nproc --all)  # Rebuild OTB with new OTBTF sources
 
+before_script:
+  - *update_otbtf_src
+  - *compile_otbtf
+  - sudo rm -rf $OTB_BUILD/Testing/Temporary/*  # Empty testing temporary folder (old files here)
+  - pip3 install pytest pytest-cov
+
 build:
   stage: Build
   allow_failure: false
-  before_script:
-    - *update_otbtf_src
   script:
     - *compile_otbtf
+    - sudo rm -rf $OTB_BUILD/Testing/Temporary/*  # Empty testing temporary folder (old files here)
+
 
 .static_analysis_base:
   stage: Static Analysis
   allow_failure: true
   before_script:
-    - *update_otbtf_src
     - sudo apt update && sudo apt install pylint flake8 cppcheck -y  # Packages for static analysis
 
 flake8:
   extends: .static_analysis_base
   script:
     - python -m flake8 --max-line-length=120 $OTBTF_SRC/python
-    
+
 pylint:
   extends: .static_analysis_base
   script:
     - pylint --disable=too-many-nested-blocks,too-many-locals,too-many-statements,too-few-public-methods,too-many-instance-attributes,too-many-arguments --ignored-modules=tensorflow --max-line-length=120 $OTBTF_SRC/python
-    
+
 cppcheck:
-  extends: .static_analysis_base
+  stage: Static Analysis
+  allow_failure: true
   script:
-#   - cppcheck --enable=all  /src/otb/otb/Modules/Remote/otbtf --check-config -I /opt/otbtf/include/OTB-7.2/ -I /usr/include/ITK-4.13/ -I /opt/otbtf/include/tf/ -I /usr/include/ -I /usr/include/boost/predef/os/ --suppress=missingIncludeSystem
     - cppcheck --enable=all --error-exitcode=1 $OTBTF_SRC/
 
 ctest:
   stage: Test
-  before_script:
-    - *update_otbtf_src
   script:
-    - *compile_otbtf
-    - sudo rm -rf $OTB_BUILD/Testing/Temporary/*  # Empty testing temporary folder (old files here)
     - cd $OTB_BUILD/ && sudo ctest -L OTBTensorflow  # Run ctest
   after_script:
     - cp -r $OTB_BUILD/Testing/Temporary $CI_PROJECT_DIR/testing  # Copy artifacts (they must be in $CI_PROJECT_DIR)
@@ -67,3 +68,19 @@ ctest:
       - testing/*.*
     expire_in: 1 week
 
+sr4rs:
+  stage: Test
+  script:
+    - cd /builds/remi.cresson/
+#    - wget https://nextcloud.inrae.fr/s/boabW9yCjdpLPGX/download/sr4rs_sentinel2_bands4328_france2020_savedmodel.zip
+#    - unzip sr4rs_sentinel2_bands4328_france2020_savedmodel.zip
+#    - wget -O decloud_data.zip https://nextcloud.inrae.fr/s/dpSs8rPp3Ss2tH3/download
+#    - unzip decloud_data.zip
+#    - git clone https://github.com/remicres/sr4rs.git
+    - export PYTHONPATH=$PYTHONPATH:$PWD/sr4rs
+    - python -m pytest --junitxml=report_sr4rs.xml otbtf/test/sr4rs_unittest.py
+  artifacts:
+    when: on_failure
+    paths:
+      - report_sr4rs.xml
+    expire_in: 1 week
-- 
GitLab


From 505040df3b6064643ecb019e87d08dfe8332402e Mon Sep 17 00:00:00 2001
From: "benjamin.commandre" <benjamin.commandre@irstea.fr>
Date: Fri, 8 Oct 2021 10:32:52 +0200
Subject: [PATCH 126/281] Test SR

---
 test/sr4rs_unittest.py | 20 ++++++++++++++++++++
 1 file changed, 20 insertions(+)
 create mode 100644 test/sr4rs_unittest.py

diff --git a/test/sr4rs_unittest.py b/test/sr4rs_unittest.py
new file mode 100644
index 00000000..d451fa92
--- /dev/null
+++ b/test/sr4rs_unittest.py
@@ -0,0 +1,20 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+
+import unittest
+import os
+
+
+class DEMTest(unittest.TestCase):
+
+    def test_dem(self):
+        os.system("python /builds/remi.cresson/sr4rs/code/sr.py "
+                  "--input /builds/remi.cresson/decloud_data/baseline/PREPARE/S2_PREPARE/T31TEJ/"
+                  "SENTINEL2A_20201024-104859-766_L2A_T31TEJ_C_V2-2/"
+                  "SENTINEL2A_20201024-104859-766_L2A_T31TEJ_C_V2-2_FRE_10m.tif "
+                  "--savedmodel /builds/remi.cresson/sr4rs_sentinel2_bands4328_france2020_savedmodel/ "
+                  "--output '/tmp/test.tif&box=0:0:256:256'")
+
+
+if __name__ == '__main__':
+    unittest.main()
-- 
GitLab


From c7022949fba031e7ada3daaadb9aa312d015c3a7 Mon Sep 17 00:00:00 2001
From: Cresson Remi <remi.cresson@irstea.fr>
Date: Fri, 8 Oct 2021 11:23:08 +0200
Subject: [PATCH 127/281] FIX: remove otbAppLog --> itkDebugMacro

---
 include/otbTensorflowGraphOperations.cxx | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index c92bf400..504bcf7c 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -88,7 +88,7 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
       nameIt != tensorsNames.end(); ++nameIt)
   {
     bool found = false;
-    otbAppLogINFO("Searching for corresponding node of  : " << (*nameIt) << "... ");
+    itkDebugMacro("Searching for corresponding node of  : " << (*nameIt) << "... ");
     for (auto const & layer : layers)
     {
       // layer is a pair (name, tensor_info)
@@ -99,7 +99,7 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
         found = true;
         const tensorflow::TensorInfo& tensor_info = layer.second;
 
-        otbAppLogINFO("Found : " << layername << "in the model");
+        itkDebugMacro("Found : " << layername << "in the model");
 
         // Set default to DT_FLOAT
         tensorflow::DataType ts_dt = tensorflow::DT_FLOAT;
-- 
GitLab


From 40964df65f0e18f6596c4f402b2fe565076126bd Mon Sep 17 00:00:00 2001
From: "benjamin.commandre" <benjamin.commandre@irstea.fr>
Date: Fri, 8 Oct 2021 12:43:34 +0200
Subject: [PATCH 128/281] Download data

---
 .gitlab-ci.yml         |  8 ++++----
 test/sr4rs_unittest.py | 18 ++++++++++++++----
 2 files changed, 18 insertions(+), 8 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 4f5dd691..03058dbe 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,8 +1,8 @@
 image: gitlab-registry.irstea.fr/remi.cresson/otbtf:2.4-cpu-basic-testing
 
 variables:
-  OTB_BUILD: /src/otb/build/OTB/build  # Local OTB build directory
-  OTBTF_SRC: /src/otbtf  # Local OTBTF source directory
+    OTB_BUILD: /src/otb/build/OTB/build  # Local OTB build directory
+    OTBTF_SRC: /src/otbtf  # Local OTBTF source directory
 
 workflow:
   rules:
@@ -74,8 +74,8 @@ sr4rs:
     - cd /builds/remi.cresson/
 #    - wget https://nextcloud.inrae.fr/s/boabW9yCjdpLPGX/download/sr4rs_sentinel2_bands4328_france2020_savedmodel.zip
 #    - unzip sr4rs_sentinel2_bands4328_france2020_savedmodel.zip
-#    - wget -O decloud_data.zip https://nextcloud.inrae.fr/s/dpSs8rPp3Ss2tH3/download
-#    - unzip decloud_data.zip
+    - wget -O sr4rs_data.zip https://nextcloud.inrae.fr/s/qMLLyKCDieqmgWz/download
+    - unzip sr4rs_data.zip
 #    - git clone https://github.com/remicres/sr4rs.git
     - export PYTHONPATH=$PYTHONPATH:$PWD/sr4rs
     - python -m pytest --junitxml=report_sr4rs.xml otbtf/test/sr4rs_unittest.py
diff --git a/test/sr4rs_unittest.py b/test/sr4rs_unittest.py
index d451fa92..1250db89 100644
--- a/test/sr4rs_unittest.py
+++ b/test/sr4rs_unittest.py
@@ -9,11 +9,21 @@ class DEMTest(unittest.TestCase):
 
     def test_dem(self):
         os.system("python /builds/remi.cresson/sr4rs/code/sr.py "
-                  "--input /builds/remi.cresson/decloud_data/baseline/PREPARE/S2_PREPARE/T31TEJ/"
-                  "SENTINEL2A_20201024-104859-766_L2A_T31TEJ_C_V2-2/"
-                  "SENTINEL2A_20201024-104859-766_L2A_T31TEJ_C_V2-2_FRE_10m.tif "
+                  "--input /builds/remi.cresson/sr4rs_data/input/"
+                  "SENTINEL2B_20200929-104857-489_L2A_T31TEJ_C_V2-2_FRE_10m.tif "
                   "--savedmodel /builds/remi.cresson/sr4rs_sentinel2_bands4328_france2020_savedmodel/ "
-                  "--output '/tmp/test.tif&box=0:0:256:256'")
+                  "--output '/tmp/sr4rs.tif?&box=256:256:512:512'")
+
+        with os.popen('gdalinfo /builds/remi.cresson/sr4rs_data/baseline/sr4rs.tf | grep '
+                      '--invert-match -e "Files:" -e "METADATATYPE" -e "OTB_VERSION" -e "NoData Value"') as file:
+            baseline_sr4rs_gdalinfo = file.read()
+
+        with os.popen('gdalinfo /tmp/sr4rs.tif | grep --invert-match -e '
+                      '"Files:" -e "METADATATYPE" -e '
+                      '"OTB_VERSION" -e "NoData Value"') as file:
+            reconstructed_sr4rs_gdalinfo = file.read()
+
+        self.assertEqual(baseline_sr4rs_gdalinfo, reconstructed_sr4rs_gdalinfo)
 
 
 if __name__ == '__main__':
-- 
GitLab


From f7abbc9ed0f6263ca4cc5dd7ea0045347d3614fe Mon Sep 17 00:00:00 2001
From: "benjamin.commandre" <benjamin.commandre@irstea.fr>
Date: Fri, 8 Oct 2021 12:54:48 +0200
Subject: [PATCH 129/281] Test heritage

---
 .gitlab-ci.yml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 03058dbe..bf08d82c 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -37,6 +37,8 @@ build:
 .static_analysis_base:
   stage: Static Analysis
   allow_failure: true
+  depencencies:
+    - before_script
   before_script:
     - sudo apt update && sudo apt install pylint flake8 cppcheck -y  # Packages for static analysis
 
-- 
GitLab


From c815b4002b7b7a59e5e429e9c524cbe1381c80ea Mon Sep 17 00:00:00 2001
From: "benjamin.commandre" <benjamin.commandre@irstea.fr>
Date: Fri, 8 Oct 2021 13:25:47 +0200
Subject: [PATCH 130/281] Test SR4RS

---
 .gitlab-ci.yml         |  4 +---
 test/sr4rs_unittest.py | 29 ++++++++++++++++++++---------
 2 files changed, 21 insertions(+), 12 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index bf08d82c..237c5b29 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -37,9 +37,7 @@ build:
 .static_analysis_base:
   stage: Static Analysis
   allow_failure: true
-  depencencies:
-    - before_script
-  before_script:
+  script:
     - sudo apt update && sudo apt install pylint flake8 cppcheck -y  # Packages for static analysis
 
 flake8:
diff --git a/test/sr4rs_unittest.py b/test/sr4rs_unittest.py
index 1250db89..cb6da904 100644
--- a/test/sr4rs_unittest.py
+++ b/test/sr4rs_unittest.py
@@ -4,8 +4,11 @@
 import unittest
 import os
 
+import gdal
+import otbApplication as otb
 
-class DEMTest(unittest.TestCase):
+
+class SR4RSTest(unittest.TestCase):
 
     def test_dem(self):
         os.system("python /builds/remi.cresson/sr4rs/code/sr.py "
@@ -14,16 +17,24 @@ class DEMTest(unittest.TestCase):
                   "--savedmodel /builds/remi.cresson/sr4rs_sentinel2_bands4328_france2020_savedmodel/ "
                   "--output '/tmp/sr4rs.tif?&box=256:256:512:512'")
 
-        with os.popen('gdalinfo /builds/remi.cresson/sr4rs_data/baseline/sr4rs.tf | grep '
-                      '--invert-match -e "Files:" -e "METADATATYPE" -e "OTB_VERSION" -e "NoData Value"') as file:
-            baseline_sr4rs_gdalinfo = file.read()
+        with gdal.Open("/tmp/sr4rs.tf") as reconstruct:
+            nbchannels_reconstruct = reconstruct.RasterCount
+
+        with gdal.Open("/builds/remi.cresson/sr4rs_data/baseline/sr4rs.tf") as baseline:
+            nbchannels_baseline = baseline.RasterCount
+
+        self.assertTrue(nbchannels_reconstruct == nbchannels_baseline)
 
-        with os.popen('gdalinfo /tmp/sr4rs.tif | grep --invert-match -e '
-                      '"Files:" -e "METADATATYPE" -e '
-                      '"OTB_VERSION" -e "NoData Value"') as file:
-            reconstructed_sr4rs_gdalinfo = file.read()
+        for i in range(1, 1+nbchannels_baseline):
+            comp = otb.Registry.CreateApplication('CompareImages')
+            comp.SetParameterString('ref.in', "/builds/remi.cresson/sr4rs_data/baseline/sr4rs.tf")
+            comp.SetParameterInt('ref.channel', i)
+            comp.SetParameterString('meas.in', "/tmp/sr4rs.tf")
+            comp.SetParameterInt('meas.channel', i)
+            comp.Execute()
+            mae = comp.GetParameterFloat('mae')
 
-        self.assertEqual(baseline_sr4rs_gdalinfo, reconstructed_sr4rs_gdalinfo)
+            self.assertTrue(mae < 0.01)
 
 
 if __name__ == '__main__':
-- 
GitLab


From e2ce498f8ab35cd362a8c72f1a7c79952e10324e Mon Sep 17 00:00:00 2001
From: "benjamin.commandre" <benjamin.commandre@irstea.fr>
Date: Fri, 8 Oct 2021 13:37:46 +0200
Subject: [PATCH 131/281] Overwrite archive unzip

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 237c5b29..b905828e 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -75,7 +75,7 @@ sr4rs:
 #    - wget https://nextcloud.inrae.fr/s/boabW9yCjdpLPGX/download/sr4rs_sentinel2_bands4328_france2020_savedmodel.zip
 #    - unzip sr4rs_sentinel2_bands4328_france2020_savedmodel.zip
     - wget -O sr4rs_data.zip https://nextcloud.inrae.fr/s/qMLLyKCDieqmgWz/download
-    - unzip sr4rs_data.zip
+    - unzip -o sr4rs_data.zip
 #    - git clone https://github.com/remicres/sr4rs.git
     - export PYTHONPATH=$PYTHONPATH:$PWD/sr4rs
     - python -m pytest --junitxml=report_sr4rs.xml otbtf/test/sr4rs_unittest.py
-- 
GitLab


From 1228d7e12e6d675a0b0bdfef75e413faf957f5a0 Mon Sep 17 00:00:00 2001
From: "benjamin.commandre" <benjamin.commandre@irstea.fr>
Date: Fri, 8 Oct 2021 13:38:49 +0200
Subject: [PATCH 132/281] Overwrite archive unzip

---
 .gitlab-ci.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index b905828e..78e8c0f6 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -53,6 +53,7 @@ pylint:
 cppcheck:
   stage: Static Analysis
   allow_failure: true
+  extends: .static_analysis_base
   script:
     - cppcheck --enable=all --error-exitcode=1 $OTBTF_SRC/
 
-- 
GitLab


From f27640a6f0286e3a9228132ae2979181c6ea6f32 Mon Sep 17 00:00:00 2001
From: "benjamin.commandre" <benjamin.commandre@irstea.fr>
Date: Fri, 8 Oct 2021 13:49:25 +0200
Subject: [PATCH 133/281] Test

---
 test/sr4rs_unittest.py | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/test/sr4rs_unittest.py b/test/sr4rs_unittest.py
index cb6da904..9228a2bd 100644
--- a/test/sr4rs_unittest.py
+++ b/test/sr4rs_unittest.py
@@ -17,19 +17,19 @@ class SR4RSTest(unittest.TestCase):
                   "--savedmodel /builds/remi.cresson/sr4rs_sentinel2_bands4328_france2020_savedmodel/ "
                   "--output '/tmp/sr4rs.tif?&box=256:256:512:512'")
 
-        with gdal.Open("/tmp/sr4rs.tf") as reconstruct:
+        with gdal.Open("/tmp/sr4rs.tif") as reconstruct:
             nbchannels_reconstruct = reconstruct.RasterCount
 
-        with gdal.Open("/builds/remi.cresson/sr4rs_data/baseline/sr4rs.tf") as baseline:
+        with gdal.Open("/builds/remi.cresson/sr4rs_data/baseline/sr4rs.tif") as baseline:
             nbchannels_baseline = baseline.RasterCount
 
         self.assertTrue(nbchannels_reconstruct == nbchannels_baseline)
 
         for i in range(1, 1+nbchannels_baseline):
             comp = otb.Registry.CreateApplication('CompareImages')
-            comp.SetParameterString('ref.in', "/builds/remi.cresson/sr4rs_data/baseline/sr4rs.tf")
+            comp.SetParameterString('ref.in', "/builds/remi.cresson/sr4rs_data/baseline/sr4rs.tif")
             comp.SetParameterInt('ref.channel', i)
-            comp.SetParameterString('meas.in', "/tmp/sr4rs.tf")
+            comp.SetParameterString('meas.in', "/tmp/sr4rs.tif")
             comp.SetParameterInt('meas.channel', i)
             comp.Execute()
             mae = comp.GetParameterFloat('mae')
-- 
GitLab


From f7a6c3ca49e55c43e9617c4cef289124a6cd4858 Mon Sep 17 00:00:00 2001
From: "benjamin.commandre" <benjamin.commandre@irstea.fr>
Date: Fri, 8 Oct 2021 14:04:52 +0200
Subject: [PATCH 134/281] Test

---
 test/sr4rs_unittest.py | 7 ++-----
 1 file changed, 2 insertions(+), 5 deletions(-)

diff --git a/test/sr4rs_unittest.py b/test/sr4rs_unittest.py
index 9228a2bd..3f0fed54 100644
--- a/test/sr4rs_unittest.py
+++ b/test/sr4rs_unittest.py
@@ -17,11 +17,8 @@ class SR4RSTest(unittest.TestCase):
                   "--savedmodel /builds/remi.cresson/sr4rs_sentinel2_bands4328_france2020_savedmodel/ "
                   "--output '/tmp/sr4rs.tif?&box=256:256:512:512'")
 
-        with gdal.Open("/tmp/sr4rs.tif") as reconstruct:
-            nbchannels_reconstruct = reconstruct.RasterCount
-
-        with gdal.Open("/builds/remi.cresson/sr4rs_data/baseline/sr4rs.tif") as baseline:
-            nbchannels_baseline = baseline.RasterCount
+        nbchannels_reconstruct = gdal.Open("/tmp/sr4rs.tif").RasterCount
+        nbchannels_baseline = gdal.Open("/builds/remi.cresson/sr4rs_data/baseline/sr4rs.tif").RasterCount
 
         self.assertTrue(nbchannels_reconstruct == nbchannels_baseline)
 
-- 
GitLab


From 7f53678069bd7e89460eda9f13c3fb26316c8976 Mon Sep 17 00:00:00 2001
From: "benjamin.commandre" <benjamin.commandre@irstea.fr>
Date: Fri, 8 Oct 2021 14:23:26 +0200
Subject: [PATCH 135/281] Test

---
 .gitlab-ci.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 78e8c0f6..70bb04b4 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -79,9 +79,9 @@ sr4rs:
     - unzip -o sr4rs_data.zip
 #    - git clone https://github.com/remicres/sr4rs.git
     - export PYTHONPATH=$PYTHONPATH:$PWD/sr4rs
-    - python -m pytest --junitxml=report_sr4rs.xml otbtf/test/sr4rs_unittest.py
+    - python -m pytest --junitxml=/builds/remi.cresson/report_sr4rs.xml otbtf/test/sr4rs_unittest.py
   artifacts:
     when: on_failure
     paths:
-      - report_sr4rs.xml
+      - /builds/remi.cresson/report_sr4rs.xml
     expire_in: 1 week
-- 
GitLab


From 3a4b5a75700f97b19c18e4b00451741307a3b9cc Mon Sep 17 00:00:00 2001
From: "benjamin.commandre" <benjamin.commandre@irstea.fr>
Date: Fri, 8 Oct 2021 15:48:20 +0200
Subject: [PATCH 136/281] Test

---
 .gitlab-ci.yml | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 70bb04b4..89f9d1bd 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -53,7 +53,8 @@ pylint:
 cppcheck:
   stage: Static Analysis
   allow_failure: true
-  extends: .static_analysis_base
+  before_script:
+    - .static_analysis_base
   script:
     - cppcheck --enable=all --error-exitcode=1 $OTBTF_SRC/
 
@@ -73,8 +74,8 @@ sr4rs:
   stage: Test
   script:
     - cd /builds/remi.cresson/
-#    - wget https://nextcloud.inrae.fr/s/boabW9yCjdpLPGX/download/sr4rs_sentinel2_bands4328_france2020_savedmodel.zip
-#    - unzip sr4rs_sentinel2_bands4328_france2020_savedmodel.zip
+    - wget -O https://nextcloud.inrae.fr/s/boabW9yCjdpLPGX/download/sr4rs_sentinel2_bands4328_france2020_savedmodel.zip
+    - unzip -o sr4rs_sentinel2_bands4328_france2020_savedmodel.zip
     - wget -O sr4rs_data.zip https://nextcloud.inrae.fr/s/qMLLyKCDieqmgWz/download
     - unzip -o sr4rs_data.zip
 #    - git clone https://github.com/remicres/sr4rs.git
-- 
GitLab


From f154c3881a4ba78c4b8ec12d76b206896ca41808 Mon Sep 17 00:00:00 2001
From: "benjamin.commandre" <benjamin.commandre@irstea.fr>
Date: Fri, 8 Oct 2021 16:15:45 +0200
Subject: [PATCH 137/281] Test

---
 .gitlab-ci.yml | 13 +++++--------
 1 file changed, 5 insertions(+), 8 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 89f9d1bd..97ef0f19 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -34,28 +34,25 @@ build:
     - sudo rm -rf $OTB_BUILD/Testing/Temporary/*  # Empty testing temporary folder (old files here)
 
 
-.static_analysis_base:
+flake8:
   stage: Static Analysis
   allow_failure: true
   script:
     - sudo apt update && sudo apt install pylint flake8 cppcheck -y  # Packages for static analysis
-
-flake8:
-  extends: .static_analysis_base
-  script:
     - python -m flake8 --max-line-length=120 $OTBTF_SRC/python
 
 pylint:
-  extends: .static_analysis_base
+  stage: Static Analysis
+  allow_failure: true
   script:
+    - sudo apt update && sudo apt install pylint flake8 cppcheck -y  # Packages for static analysis
     - pylint --disable=too-many-nested-blocks,too-many-locals,too-many-statements,too-few-public-methods,too-many-instance-attributes,too-many-arguments --ignored-modules=tensorflow --max-line-length=120 $OTBTF_SRC/python
 
 cppcheck:
   stage: Static Analysis
   allow_failure: true
-  before_script:
-    - .static_analysis_base
   script:
+    - sudo apt update && sudo apt install pylint flake8 cppcheck -y  # Packages for static analysis
     - cppcheck --enable=all --error-exitcode=1 $OTBTF_SRC/
 
 ctest:
-- 
GitLab


From 353a1bae758843c843bf66afece750fc3f244d24 Mon Sep 17 00:00:00 2001
From: "benjamin.commandre" <benjamin.commandre@irstea.fr>
Date: Fri, 8 Oct 2021 16:26:52 +0200
Subject: [PATCH 138/281] Test

---
 .gitlab-ci.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 97ef0f19..e827e79c 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -72,6 +72,7 @@ sr4rs:
   script:
     - cd /builds/remi.cresson/
     - wget -O https://nextcloud.inrae.fr/s/boabW9yCjdpLPGX/download/sr4rs_sentinel2_bands4328_france2020_savedmodel.zip
+      https://nextcloud.inrae.fr/s/boabW9yCjdpLPGX/download/sr4rs_sentinel2_bands4328_france2020_savedmodel.zip
     - unzip -o sr4rs_sentinel2_bands4328_france2020_savedmodel.zip
     - wget -O sr4rs_data.zip https://nextcloud.inrae.fr/s/qMLLyKCDieqmgWz/download
     - unzip -o sr4rs_data.zip
-- 
GitLab


From 84c5882196e718a1e20d7f975281f4adeafd18ea Mon Sep 17 00:00:00 2001
From: "benjamin.commandre" <benjamin.commandre@irstea.fr>
Date: Fri, 8 Oct 2021 16:34:08 +0200
Subject: [PATCH 139/281] Test

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index e827e79c..dc1273f1 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -71,7 +71,7 @@ sr4rs:
   stage: Test
   script:
     - cd /builds/remi.cresson/
-    - wget -O https://nextcloud.inrae.fr/s/boabW9yCjdpLPGX/download/sr4rs_sentinel2_bands4328_france2020_savedmodel.zip
+    - wget -O sr4rs_sentinel2_bands4328_france2020_savedmodel.zip
       https://nextcloud.inrae.fr/s/boabW9yCjdpLPGX/download/sr4rs_sentinel2_bands4328_france2020_savedmodel.zip
     - unzip -o sr4rs_sentinel2_bands4328_france2020_savedmodel.zip
     - wget -O sr4rs_data.zip https://nextcloud.inrae.fr/s/qMLLyKCDieqmgWz/download
-- 
GitLab


From d2b921e9b3023f9ee03b74e66f4530509f2e069c Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Tue, 12 Oct 2021 13:22:04 +0200
Subject: [PATCH 140/281] WIP: use CI env vars instead of hardcoded paths

---
 .gitlab-ci.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index dc1273f1..d624d6ce 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -70,7 +70,7 @@ ctest:
 sr4rs:
   stage: Test
   script:
-    - cd /builds/remi.cresson/
+    - cd $CI_PROJECT_DIR
     - wget -O sr4rs_sentinel2_bands4328_france2020_savedmodel.zip
       https://nextcloud.inrae.fr/s/boabW9yCjdpLPGX/download/sr4rs_sentinel2_bands4328_france2020_savedmodel.zip
     - unzip -o sr4rs_sentinel2_bands4328_france2020_savedmodel.zip
@@ -78,9 +78,9 @@ sr4rs:
     - unzip -o sr4rs_data.zip
 #    - git clone https://github.com/remicres/sr4rs.git
     - export PYTHONPATH=$PYTHONPATH:$PWD/sr4rs
-    - python -m pytest --junitxml=/builds/remi.cresson/report_sr4rs.xml otbtf/test/sr4rs_unittest.py
+    - python -m pytest --junitxml=$CI_PROJECT_DIR/report_sr4rs.xml otbtf/test/sr4rs_unittest.py
   artifacts:
     when: on_failure
     paths:
-      - /builds/remi.cresson/report_sr4rs.xml
+      - $CI_PROJECT_DIR/report_sr4rs.xml
     expire_in: 1 week
-- 
GitLab


From aaf42e338175bc494ebdbb359fafbfb43ae38c4d Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Tue, 12 Oct 2021 14:22:06 +0200
Subject: [PATCH 141/281] WIP: use CI env vars instead of hardcoded paths

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index d624d6ce..64d59522 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -78,7 +78,7 @@ sr4rs:
     - unzip -o sr4rs_data.zip
 #    - git clone https://github.com/remicres/sr4rs.git
     - export PYTHONPATH=$PYTHONPATH:$PWD/sr4rs
-    - python -m pytest --junitxml=$CI_PROJECT_DIR/report_sr4rs.xml otbtf/test/sr4rs_unittest.py
+    - python -m pytest --junitxml=$CI_PROJECT_DIR/report_sr4rs.xml $OTBTF_SRC/test/sr4rs_unittest.py
   artifacts:
     when: on_failure
     paths:
-- 
GitLab


From bdceaaacab808eef4721ff18b16c6b87b80ccf3b Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Tue, 12 Oct 2021 14:49:49 +0200
Subject: [PATCH 142/281] WIP: use CI env vars instead of hardcoded paths

---
 test/sr4rs_unittest.py | 18 +++++++++++-------
 1 file changed, 11 insertions(+), 7 deletions(-)

diff --git a/test/sr4rs_unittest.py b/test/sr4rs_unittest.py
index 3f0fed54..74f734ce 100644
--- a/test/sr4rs_unittest.py
+++ b/test/sr4rs_unittest.py
@@ -11,20 +11,23 @@ import otbApplication as otb
 class SR4RSTest(unittest.TestCase):
 
     def test_dem(self):
-        os.system("python /builds/remi.cresson/sr4rs/code/sr.py "
-                  "--input /builds/remi.cresson/sr4rs_data/input/"
-                  "SENTINEL2B_20200929-104857-489_L2A_T31TEJ_C_V2-2_FRE_10m.tif "
-                  "--savedmodel /builds/remi.cresson/sr4rs_sentinel2_bands4328_france2020_savedmodel/ "
-                  "--output '/tmp/sr4rs.tif?&box=256:256:512:512'")
+        root_dir = os.environ["CI_PROJECT_DIR"]
+
+        command = "python {}/sr4rs/code/sr.py ".format(root_dir)
+        command += "--input {}/sr4rs_data/input/".format(root_dir)
+        command += "SENTINEL2B_20200929-104857-489_L2A_T31TEJ_C_V2-2_FRE_10m.tif "
+        command += "--savedmodel {}/sr4rs_sentinel2_bands4328_france2020_savedmodel/ ".format(root_dir)
+        command += "--output '/tmp/sr4rs.tif?&box=256:256:512:512'"
+        os.system(command)
 
         nbchannels_reconstruct = gdal.Open("/tmp/sr4rs.tif").RasterCount
-        nbchannels_baseline = gdal.Open("/builds/remi.cresson/sr4rs_data/baseline/sr4rs.tif").RasterCount
+        nbchannels_baseline = gdal.Open("{}/sr4rs_data/baseline/sr4rs.tif".format(root_dir)).RasterCount
 
         self.assertTrue(nbchannels_reconstruct == nbchannels_baseline)
 
         for i in range(1, 1+nbchannels_baseline):
             comp = otb.Registry.CreateApplication('CompareImages')
-            comp.SetParameterString('ref.in', "/builds/remi.cresson/sr4rs_data/baseline/sr4rs.tif")
+            comp.SetParameterString('ref.in', "{}/sr4rs_data/baseline/sr4rs.tif".format(root_dir))
             comp.SetParameterInt('ref.channel', i)
             comp.SetParameterString('meas.in', "/tmp/sr4rs.tif")
             comp.SetParameterInt('meas.channel', i)
@@ -36,3 +39,4 @@ class SR4RSTest(unittest.TestCase):
 
 if __name__ == '__main__':
     unittest.main()
+
-- 
GitLab


From dfce531eaf92cd5ce90da298f06d729c84cd397c Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 14 Oct 2021 15:45:42 +0200
Subject: [PATCH 143/281] WIP: fix sr4rs test

---
 test/sr4rs_unittest.py | 14 ++++++++------
 1 file changed, 8 insertions(+), 6 deletions(-)

diff --git a/test/sr4rs_unittest.py b/test/sr4rs_unittest.py
index 74f734ce..311e7a70 100644
--- a/test/sr4rs_unittest.py
+++ b/test/sr4rs_unittest.py
@@ -10,26 +10,28 @@ import otbApplication as otb
 
 class SR4RSTest(unittest.TestCase):
 
-    def test_dem(self):
+    def test_inference(self):
         root_dir = os.environ["CI_PROJECT_DIR"]
+        out_img = "/tmp/sr4rs.tif"
+        baseline = "{}/sr4rs_data/baseline/sr4rs.tif".format(root_dir)
 
         command = "python {}/sr4rs/code/sr.py ".format(root_dir)
         command += "--input {}/sr4rs_data/input/".format(root_dir)
         command += "SENTINEL2B_20200929-104857-489_L2A_T31TEJ_C_V2-2_FRE_10m.tif "
         command += "--savedmodel {}/sr4rs_sentinel2_bands4328_france2020_savedmodel/ ".format(root_dir)
-        command += "--output '/tmp/sr4rs.tif?&box=256:256:512:512'"
+        command += "--output '{}?&box=256:256:512:512'".format(out_img)
         os.system(command)
 
-        nbchannels_reconstruct = gdal.Open("/tmp/sr4rs.tif").RasterCount
-        nbchannels_baseline = gdal.Open("{}/sr4rs_data/baseline/sr4rs.tif".format(root_dir)).RasterCount
+        nbchannels_reconstruct = gdal.Open(out_img).RasterCount
+        nbchannels_baseline = gdal.Open(baseline).RasterCount
 
         self.assertTrue(nbchannels_reconstruct == nbchannels_baseline)
 
         for i in range(1, 1+nbchannels_baseline):
             comp = otb.Registry.CreateApplication('CompareImages')
-            comp.SetParameterString('ref.in', "{}/sr4rs_data/baseline/sr4rs.tif".format(root_dir))
+            comp.SetParameterString('ref.in', baseline)
             comp.SetParameterInt('ref.channel', i)
-            comp.SetParameterString('meas.in', "/tmp/sr4rs.tif")
+            comp.SetParameterString('meas.in', out_img)
             comp.SetParameterInt('meas.channel', i)
             comp.Execute()
             mae = comp.GetParameterFloat('mae')
-- 
GitLab


From a442f8a105aacd50a3a719732e0a9ce1373afce8 Mon Sep 17 00:00:00 2001
From: Cresson Remi <remi.cresson@irstea.fr>
Date: Thu, 14 Oct 2021 15:48:51 +0200
Subject: [PATCH 144/281] FIX: Update .gitlab-ci.yml

---
 .gitlab-ci.yml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 64d59522..eff45f0b 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -76,7 +76,8 @@ sr4rs:
     - unzip -o sr4rs_sentinel2_bands4328_france2020_savedmodel.zip
     - wget -O sr4rs_data.zip https://nextcloud.inrae.fr/s/qMLLyKCDieqmgWz/download
     - unzip -o sr4rs_data.zip
-#    - git clone https://github.com/remicres/sr4rs.git
+    - rm -rf sr4rs
+    - git clone https://github.com/remicres/sr4rs.git
     - export PYTHONPATH=$PYTHONPATH:$PWD/sr4rs
     - python -m pytest --junitxml=$CI_PROJECT_DIR/report_sr4rs.xml $OTBTF_SRC/test/sr4rs_unittest.py
   artifacts:
-- 
GitLab


From 7690f348adcb5ff376fc59545a8baed10850ebb7 Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Thu, 14 Oct 2021 17:34:50 +0200
Subject: [PATCH 145/281] DOC: update copyright header

---
 app/otbImageClassifierFromDeepFeatures.cxx                    | 3 ++-
 app/otbLabelImageSampleSelection.cxx                          | 3 ++-
 app/otbPatchesExtraction.cxx                                  | 3 ++-
 app/otbPatchesSelection.cxx                                   | 3 ++-
 app/otbTensorflowModelServe.cxx                               | 3 ++-
 app/otbTensorflowModelTrain.cxx                               | 3 ++-
 app/otbTrainClassifierFromDeepFeatures.cxx                    | 3 ++-
 include/otbTensorflowCommon.cxx                               | 4 ++--
 include/otbTensorflowCommon.h                                 | 4 ++--
 include/otbTensorflowCopyUtils.cxx                            | 4 ++--
 include/otbTensorflowCopyUtils.h                              | 4 ++--
 include/otbTensorflowDataTypeBridge.cxx                       | 4 ++--
 include/otbTensorflowDataTypeBridge.h                         | 4 ++--
 include/otbTensorflowGraphOperations.cxx                      | 4 ++--
 include/otbTensorflowGraphOperations.h                        | 4 ++--
 include/otbTensorflowMultisourceModelBase.h                   | 4 ++--
 include/otbTensorflowMultisourceModelBase.hxx                 | 4 ++--
 include/otbTensorflowMultisourceModelFilter.h                 | 4 ++--
 include/otbTensorflowMultisourceModelFilter.hxx               | 4 ++--
 include/otbTensorflowMultisourceModelLearningBase.h           | 4 ++--
 include/otbTensorflowMultisourceModelLearningBase.hxx         | 4 ++--
 include/otbTensorflowMultisourceModelTrain.h                  | 4 ++--
 include/otbTensorflowMultisourceModelTrain.hxx                | 4 ++--
 include/otbTensorflowMultisourceModelValidate.h               | 4 ++--
 include/otbTensorflowMultisourceModelValidate.hxx             | 4 ++--
 include/otbTensorflowSampler.h                                | 4 ++--
 include/otbTensorflowSampler.hxx                              | 4 ++--
 include/otbTensorflowSamplingUtils.cxx                        | 4 ++--
 include/otbTensorflowSamplingUtils.h                          | 4 ++--
 include/otbTensorflowSource.h                                 | 4 ++--
 include/otbTensorflowSource.hxx                               | 4 ++--
 include/otbTensorflowStreamerFilter.h                         | 4 ++--
 include/otbTensorflowStreamerFilter.hxx                       | 4 ++--
 .../tensorflow_v1x}/create_savedmodel_ienco-m3_patchbased.py  | 0
 .../tensorflow_v1x}/create_savedmodel_maggiori17_fullyconv.py | 0
 .../tensorflow_v1x}/create_savedmodel_pxs_fcn.py              | 0
 .../tensorflow_v1x}/create_savedmodel_simple_cnn.py           | 0
 .../tensorflow_v1x}/create_savedmodel_simple_fcn.py           | 0
 38 files changed, 66 insertions(+), 59 deletions(-)
 rename python/{ => examples/tensorflow_v1x}/create_savedmodel_ienco-m3_patchbased.py (100%)
 rename python/{ => examples/tensorflow_v1x}/create_savedmodel_maggiori17_fullyconv.py (100%)
 rename python/{ => examples/tensorflow_v1x}/create_savedmodel_pxs_fcn.py (100%)
 rename python/{ => examples/tensorflow_v1x}/create_savedmodel_simple_cnn.py (100%)
 rename python/{ => examples/tensorflow_v1x}/create_savedmodel_simple_fcn.py (100%)

diff --git a/app/otbImageClassifierFromDeepFeatures.cxx b/app/otbImageClassifierFromDeepFeatures.cxx
index f861da41..98763559 100644
--- a/app/otbImageClassifierFromDeepFeatures.cxx
+++ b/app/otbImageClassifierFromDeepFeatures.cxx
@@ -1,6 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) Remi Cresson (IRSTEA). All rights reserved.
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/app/otbLabelImageSampleSelection.cxx b/app/otbLabelImageSampleSelection.cxx
index 5364453d..40591b9c 100644
--- a/app/otbLabelImageSampleSelection.cxx
+++ b/app/otbLabelImageSampleSelection.cxx
@@ -1,6 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) Remi Cresson (IRSTEA). All rights reserved.
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/app/otbPatchesExtraction.cxx b/app/otbPatchesExtraction.cxx
index ea96c23d..11914866 100644
--- a/app/otbPatchesExtraction.cxx
+++ b/app/otbPatchesExtraction.cxx
@@ -1,6 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) Remi Cresson (IRSTEA). All rights reserved.
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/app/otbPatchesSelection.cxx b/app/otbPatchesSelection.cxx
index 170fc9b6..eb6a31a8 100644
--- a/app/otbPatchesSelection.cxx
+++ b/app/otbPatchesSelection.cxx
@@ -1,6 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) Remi Cresson (IRSTEA). All rights reserved.
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/app/otbTensorflowModelServe.cxx b/app/otbTensorflowModelServe.cxx
index fbb90e8d..f381ea66 100644
--- a/app/otbTensorflowModelServe.cxx
+++ b/app/otbTensorflowModelServe.cxx
@@ -1,6 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) Remi Cresson (IRSTEA). All rights reserved.
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/app/otbTensorflowModelTrain.cxx b/app/otbTensorflowModelTrain.cxx
index e43ce4c0..ffb88e4c 100644
--- a/app/otbTensorflowModelTrain.cxx
+++ b/app/otbTensorflowModelTrain.cxx
@@ -1,6 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) Remi Cresson (IRSTEA). All rights reserved.
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/app/otbTrainClassifierFromDeepFeatures.cxx b/app/otbTrainClassifierFromDeepFeatures.cxx
index ae1e5d94..ada83c51 100644
--- a/app/otbTrainClassifierFromDeepFeatures.cxx
+++ b/app/otbTrainClassifierFromDeepFeatures.cxx
@@ -1,6 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) Remi Cresson (IRSTEA). All rights reserved.
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowCommon.cxx b/include/otbTensorflowCommon.cxx
index b93717ed..300f4b5a 100644
--- a/include/otbTensorflowCommon.cxx
+++ b/include/otbTensorflowCommon.cxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 Remi Cresson (IRSTEA)
-  Copyright (c) 2020-2021 Remi Cresson (INRAE)
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowCommon.h b/include/otbTensorflowCommon.h
index 221e5c34..3893b6c5 100644
--- a/include/otbTensorflowCommon.h
+++ b/include/otbTensorflowCommon.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 Remi Cresson (IRSTEA)
-  Copyright (c) 2020-2021 Remi Cresson (INRAE)
+  Copyright (c) 2018-2019 IRSTEA
+  Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowCopyUtils.cxx b/include/otbTensorflowCopyUtils.cxx
index 116aafb0..3449e11b 100644
--- a/include/otbTensorflowCopyUtils.cxx
+++ b/include/otbTensorflowCopyUtils.cxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 Remi Cresson (IRSTEA)
-  Copyright (c) 2020-2021 Remi Cresson (INRAE)
+  Copyright (c) 2018-2019 IRSTEA
+  Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowCopyUtils.h b/include/otbTensorflowCopyUtils.h
index d63e648b..f2109722 100644
--- a/include/otbTensorflowCopyUtils.h
+++ b/include/otbTensorflowCopyUtils.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 Remi Cresson (IRSTEA)
-  Copyright (c) 2020-2021 Remi Cresson (INRAE)
+  Copyright (c) 2018-2019 IRSTEA
+  Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowDataTypeBridge.cxx b/include/otbTensorflowDataTypeBridge.cxx
index 5a421c92..cccc73f0 100644
--- a/include/otbTensorflowDataTypeBridge.cxx
+++ b/include/otbTensorflowDataTypeBridge.cxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 Remi Cresson (IRSTEA)
-  Copyright (c) 2020-2021 Remi Cresson (INRAE)
+  Copyright (c) 2018-2019 IRSTEA
+  Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowDataTypeBridge.h b/include/otbTensorflowDataTypeBridge.h
index 16e9dd23..375a7645 100644
--- a/include/otbTensorflowDataTypeBridge.h
+++ b/include/otbTensorflowDataTypeBridge.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 Remi Cresson (IRSTEA)
-  Copyright (c) 2020-2021 Remi Cresson (INRAE)
+  Copyright (c) 2018-2019 IRSTEA
+  Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index 504bcf7c..a38ba326 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 Remi Cresson (IRSTEA)
-  Copyright (c) 2020-2021 Remi Cresson (INRAE)
+  Copyright (c) 2018-2019 IRSTEA
+  Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowGraphOperations.h b/include/otbTensorflowGraphOperations.h
index 28f730aa..6fac377d 100644
--- a/include/otbTensorflowGraphOperations.h
+++ b/include/otbTensorflowGraphOperations.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 Remi Cresson (IRSTEA)
-  Copyright (c) 2020-2021 Remi Cresson (INRAE)
+  Copyright (c) 2018-2019 IRSTEA
+  Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowMultisourceModelBase.h b/include/otbTensorflowMultisourceModelBase.h
index 1c9b912e..2b4b8584 100644
--- a/include/otbTensorflowMultisourceModelBase.h
+++ b/include/otbTensorflowMultisourceModelBase.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 Remi Cresson (IRSTEA)
-  Copyright (c) 2020-2021 Remi Cresson (INRAE)
+  Copyright (c) 2018-2019 IRSTEA
+  Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowMultisourceModelBase.hxx b/include/otbTensorflowMultisourceModelBase.hxx
index 7d42fb85..90831edd 100644
--- a/include/otbTensorflowMultisourceModelBase.hxx
+++ b/include/otbTensorflowMultisourceModelBase.hxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 Remi Cresson (IRSTEA)
-  Copyright (c) 2020-2021 Remi Cresson (INRAE)
+  Copyright (c) 2018-2019 IRSTEA
+  Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowMultisourceModelFilter.h b/include/otbTensorflowMultisourceModelFilter.h
index 46a273af..713682a9 100644
--- a/include/otbTensorflowMultisourceModelFilter.h
+++ b/include/otbTensorflowMultisourceModelFilter.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 Remi Cresson (IRSTEA)
-  Copyright (c) 2020-2021 Remi Cresson (INRAE)
+  Copyright (c) 2018-2019 IRSTEA
+  Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowMultisourceModelFilter.hxx b/include/otbTensorflowMultisourceModelFilter.hxx
index ff5d695c..eafa76f0 100644
--- a/include/otbTensorflowMultisourceModelFilter.hxx
+++ b/include/otbTensorflowMultisourceModelFilter.hxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 Remi Cresson (IRSTEA)
-  Copyright (c) 2020-2021 Remi Cresson (INRAE)
+  Copyright (c) 2018-2019 IRSTEA
+  Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowMultisourceModelLearningBase.h b/include/otbTensorflowMultisourceModelLearningBase.h
index ba130453..720e52e6 100644
--- a/include/otbTensorflowMultisourceModelLearningBase.h
+++ b/include/otbTensorflowMultisourceModelLearningBase.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 Remi Cresson (IRSTEA)
-  Copyright (c) 2020-2021 Remi Cresson (INRAE)
+  Copyright (c) 2018-2019 IRSTEA
+  Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowMultisourceModelLearningBase.hxx b/include/otbTensorflowMultisourceModelLearningBase.hxx
index 35347829..29f03809 100644
--- a/include/otbTensorflowMultisourceModelLearningBase.hxx
+++ b/include/otbTensorflowMultisourceModelLearningBase.hxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 Remi Cresson (IRSTEA)
-  Copyright (c) 2020-2021 Remi Cresson (INRAE)
+  Copyright (c) 2018-2019 IRSTEA
+  Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowMultisourceModelTrain.h b/include/otbTensorflowMultisourceModelTrain.h
index 8f8983ca..58d02d25 100644
--- a/include/otbTensorflowMultisourceModelTrain.h
+++ b/include/otbTensorflowMultisourceModelTrain.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 Remi Cresson (IRSTEA)
-  Copyright (c) 2020-2021 Remi Cresson (INRAE)
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowMultisourceModelTrain.hxx b/include/otbTensorflowMultisourceModelTrain.hxx
index e7b68dac..af54cb71 100644
--- a/include/otbTensorflowMultisourceModelTrain.hxx
+++ b/include/otbTensorflowMultisourceModelTrain.hxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 Remi Cresson (IRSTEA)
-  Copyright (c) 2020-2021 Remi Cresson (INRAE)
+  Copyright (c) 2018-2019 IRSTEA
+  Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowMultisourceModelValidate.h b/include/otbTensorflowMultisourceModelValidate.h
index f4a95406..25eb5d89 100644
--- a/include/otbTensorflowMultisourceModelValidate.h
+++ b/include/otbTensorflowMultisourceModelValidate.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 Remi Cresson (IRSTEA)
-  Copyright (c) 2020-2021 Remi Cresson (INRAE)
+  Copyright (c) 2018-2019 IRSTEA
+  Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowMultisourceModelValidate.hxx b/include/otbTensorflowMultisourceModelValidate.hxx
index c7673c8f..a3994a4c 100644
--- a/include/otbTensorflowMultisourceModelValidate.hxx
+++ b/include/otbTensorflowMultisourceModelValidate.hxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 Remi Cresson (IRSTEA)
-  Copyright (c) 2020-2021 Remi Cresson (INRAE)
+  Copyright (c) 2018-2019 IRSTEA
+  Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowSampler.h b/include/otbTensorflowSampler.h
index d71eba7a..3fd9aafe 100644
--- a/include/otbTensorflowSampler.h
+++ b/include/otbTensorflowSampler.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 Remi Cresson (IRSTEA)
-  Copyright (c) 2020-2021 Remi Cresson (INRAE)
+  Copyright (c) 2018-2019 IRSTEA
+  Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowSampler.hxx b/include/otbTensorflowSampler.hxx
index 9611d934..9ad9539e 100644
--- a/include/otbTensorflowSampler.hxx
+++ b/include/otbTensorflowSampler.hxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 Remi Cresson (IRSTEA)
-  Copyright (c) 2020-2021 Remi Cresson (INRAE)
+  Copyright (c) 2018-2019 IRSTEA
+  Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowSamplingUtils.cxx b/include/otbTensorflowSamplingUtils.cxx
index 5a8b8e3c..eb799c2c 100644
--- a/include/otbTensorflowSamplingUtils.cxx
+++ b/include/otbTensorflowSamplingUtils.cxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 Remi Cresson (IRSTEA)
-  Copyright (c) 2020-2021 Remi Cresson (INRAE)
+  Copyright (c) 2018-2019 IRSTEA
+  Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowSamplingUtils.h b/include/otbTensorflowSamplingUtils.h
index 93879301..2eb29c0c 100644
--- a/include/otbTensorflowSamplingUtils.h
+++ b/include/otbTensorflowSamplingUtils.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 Remi Cresson (IRSTEA)
-  Copyright (c) 2020-2021 Remi Cresson (INRAE)
+  Copyright (c) 2018-2019 IRSTEA
+  Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowSource.h b/include/otbTensorflowSource.h
index f569c720..56a1b931 100644
--- a/include/otbTensorflowSource.h
+++ b/include/otbTensorflowSource.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 Remi Cresson (IRSTEA)
-  Copyright (c) 2020-2021 Remi Cresson (INRAE)
+  Copyright (c) 2018-2019 IRSTEA
+  Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowSource.hxx b/include/otbTensorflowSource.hxx
index bb3de775..15b847e6 100644
--- a/include/otbTensorflowSource.hxx
+++ b/include/otbTensorflowSource.hxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 Remi Cresson (IRSTEA)
-  Copyright (c) 2020-2021 Remi Cresson (INRAE)
+  Copyright (c) 2018-2019 IRSTEA
+  Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowStreamerFilter.h b/include/otbTensorflowStreamerFilter.h
index eee73f87..6b790f3b 100644
--- a/include/otbTensorflowStreamerFilter.h
+++ b/include/otbTensorflowStreamerFilter.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 Remi Cresson (IRSTEA)
-  Copyright (c) 2020-2021 Remi Cresson (INRAE)
+  Copyright (c) 2018-2019 IRSTEA
+  Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowStreamerFilter.hxx b/include/otbTensorflowStreamerFilter.hxx
index 5e5622be..5db02ab7 100644
--- a/include/otbTensorflowStreamerFilter.hxx
+++ b/include/otbTensorflowStreamerFilter.hxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 Remi Cresson (IRSTEA)
-  Copyright (c) 2020-2021 Remi Cresson (INRAE)
+  Copyright (c) 2018-2019 IRSTEA
+  Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/python/create_savedmodel_ienco-m3_patchbased.py b/python/examples/tensorflow_v1x/create_savedmodel_ienco-m3_patchbased.py
similarity index 100%
rename from python/create_savedmodel_ienco-m3_patchbased.py
rename to python/examples/tensorflow_v1x/create_savedmodel_ienco-m3_patchbased.py
diff --git a/python/create_savedmodel_maggiori17_fullyconv.py b/python/examples/tensorflow_v1x/create_savedmodel_maggiori17_fullyconv.py
similarity index 100%
rename from python/create_savedmodel_maggiori17_fullyconv.py
rename to python/examples/tensorflow_v1x/create_savedmodel_maggiori17_fullyconv.py
diff --git a/python/create_savedmodel_pxs_fcn.py b/python/examples/tensorflow_v1x/create_savedmodel_pxs_fcn.py
similarity index 100%
rename from python/create_savedmodel_pxs_fcn.py
rename to python/examples/tensorflow_v1x/create_savedmodel_pxs_fcn.py
diff --git a/python/create_savedmodel_simple_cnn.py b/python/examples/tensorflow_v1x/create_savedmodel_simple_cnn.py
similarity index 100%
rename from python/create_savedmodel_simple_cnn.py
rename to python/examples/tensorflow_v1x/create_savedmodel_simple_cnn.py
diff --git a/python/create_savedmodel_simple_fcn.py b/python/examples/tensorflow_v1x/create_savedmodel_simple_fcn.py
similarity index 100%
rename from python/create_savedmodel_simple_fcn.py
rename to python/examples/tensorflow_v1x/create_savedmodel_simple_fcn.py
-- 
GitLab


From 05fc208336379c160fedbd5dcb471b5db4c0186b Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Thu, 14 Oct 2021 17:35:09 +0200
Subject: [PATCH 146/281] ADD: CONTRIBUTORS.md

---
 CONTRIBUTORS.md | 8 ++++++++
 1 file changed, 8 insertions(+)
 create mode 100644 CONTRIBUTORS.md

diff --git a/CONTRIBUTORS.md b/CONTRIBUTORS.md
new file mode 100644
index 00000000..dd69f197
--- /dev/null
+++ b/CONTRIBUTORS.md
@@ -0,0 +1,8 @@
+Remi Cresson
+Nicolas Narcon
+Benjamin Commandre
+Vincent Delbar
+Loic Lozac'h
+Pratyush Das
+Doctor Who
+Jordi Inglada
-- 
GitLab


From b4aba386fe717cf2ed378810ae653a29139643ad Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Thu, 14 Oct 2021 17:35:42 +0200
Subject: [PATCH 147/281] REFAC: remove unused packages

---
 .gitlab-ci.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index eff45f0b..a55d9469 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -38,21 +38,21 @@ flake8:
   stage: Static Analysis
   allow_failure: true
   script:
-    - sudo apt update && sudo apt install pylint flake8 cppcheck -y  # Packages for static analysis
+    - sudo apt update && sudo apt install flake8 -y
     - python -m flake8 --max-line-length=120 $OTBTF_SRC/python
 
 pylint:
   stage: Static Analysis
   allow_failure: true
   script:
-    - sudo apt update && sudo apt install pylint flake8 cppcheck -y  # Packages for static analysis
+    - sudo apt update && sudo apt install pylint -y
     - pylint --disable=too-many-nested-blocks,too-many-locals,too-many-statements,too-few-public-methods,too-many-instance-attributes,too-many-arguments --ignored-modules=tensorflow --max-line-length=120 $OTBTF_SRC/python
 
 cppcheck:
   stage: Static Analysis
   allow_failure: true
   script:
-    - sudo apt update && sudo apt install pylint flake8 cppcheck -y  # Packages for static analysis
+    - sudo apt update && sudo apt install cppcheck -y
     - cppcheck --enable=all --error-exitcode=1 $OTBTF_SRC/
 
 ctest:
-- 
GitLab


From a8fd9a6a488c9eb430e2dca0cb41165366463fa9 Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Thu, 14 Oct 2021 17:36:02 +0200
Subject: [PATCH 148/281] DOC: update copyright header

---
 python/ckpt2savedmodel.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/python/ckpt2savedmodel.py b/python/ckpt2savedmodel.py
index cbb72bb9..ec757dc7 100755
--- a/python/ckpt2savedmodel.py
+++ b/python/ckpt2savedmodel.py
@@ -2,8 +2,8 @@
 # -*- coding: utf-8 -*-
 # ==========================================================================
 #
-#   Copyright 2018-2019 Remi Cresson (IRSTEA)
-#   Copyright 2020 Remi Cresson (INRAE)
+#   Copyright 2018-2019 IRSTEA
+#   Copyright 2020-2021 INRAE
 #
 #   Licensed under the Apache License, Version 2.0 (the "License");
 #   you may not use this file except in compliance with the License.
-- 
GitLab


From 0b85050cd9ac96afbd1e646dc88e990bf5760602 Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Thu, 14 Oct 2021 17:36:46 +0200
Subject: [PATCH 149/281] STYLE: fix flake8 grunts

---
 python/otbtf.py | 46 +++++++++++++++++++++++-----------------------
 1 file changed, 23 insertions(+), 23 deletions(-)

diff --git a/python/otbtf.py b/python/otbtf.py
index fd39e2a0..e8c4e5c9 100644
--- a/python/otbtf.py
+++ b/python/otbtf.py
@@ -1,8 +1,8 @@
 # -*- coding: utf-8 -*-
 # ==========================================================================
 #
-#   Copyright 2018-2019 Remi Cresson (IRSTEA)
-#   Copyright 2020 Remi Cresson (INRAE)
+#   Copyright 2018-2019 IRSTEA
+#   Copyright 2020-2021 INRAE
 #
 #   Licensed under the Apache License, Version 2.0 (the "License");
 #   you may not use this file except in compliance with the License.
@@ -18,7 +18,7 @@
 #
 # ==========================================================================*/
 """
-Contains stuff to help working with Tensorflow and geospatial data in the
+Contains stuff to help working with TensorFlow and geospatial data in the
 OTBTF framework.
 """
 import threading
@@ -42,31 +42,31 @@ def gdal_open(filename):
     :param filename: raster file
     :return: a GDAL ds instance
     """
-    ds = gdal.Open(filename)
-    if ds is None:
+    gdal_ds = gdal.Open(filename)
+    if gdal_ds is None:
         raise Exception("Unable to open file {}".format(filename))
-    return ds
+    return gdal_ds
 
 
-def read_as_np_arr(ds, as_patches=True):
+def read_as_np_arr(gdal_ds, as_patches=True):
     """
     Read a GDAL raster as numpy array
-    :param ds: GDAL ds instance
+    :param gdal_ds: a GDAL dataset instance
     :param as_patches: if True, the returned numpy array has the following shape (n, psz_x, psz_x, nb_channels). If
         False, the shape is (1, psz_y, psz_x, nb_channels)
     :return: Numpy array of dim 4
     """
-    buffer = ds.ReadAsArray()
-    szx = ds.RasterXSize
+    buffer = gdal_ds.ReadAsArray()
+    size_x = gdal_ds.RasterXSize
     if len(buffer.shape) == 3:
         buffer = np.transpose(buffer, axes=(1, 2, 0))
     if not as_patches:
-        n = 1
-        szy = ds.RasterYSize
+        n_elems = 1
+        size_y = gdal_ds.RasterYSize
     else:
-        n = int(ds.RasterYSize / szx)
-        szy = szx
-    return np.float32(buffer.reshape((n, szy, szx, ds.RasterCount)))
+        n_elems = int(gdal_ds.RasterYSize / size_x)
+        size_y = size_x
+    return np.float32(buffer.reshape((n_elems, size_y, size_x, gdal_ds.RasterCount)))
 
 
 """
@@ -88,7 +88,7 @@ class Buffer:
 
     def add(self, x):
         self.container.append(x)
-        assert (self.size() <= self.max_length)
+        assert self.size() <= self.max_length
 
     def is_complete(self):
         return self.size() == self.max_length
@@ -178,7 +178,7 @@ class PatchesImagesReader(PatchesReaderBase):
         :param use_streaming: if True, the patches are read on the fly from the disc, nothing is kept in memory.
         """
 
-        assert (len(filenames_dict.values()) > 0)
+        assert len(filenames_dict.values()) > 0
 
         # ds dict
         self.ds = dict()
@@ -220,12 +220,12 @@ class PatchesImagesReader(PatchesReaderBase):
 
     def _get_ds_and_offset_from_index(self, index):
         offset = index
-        for i, ds_size in enumerate(self.ds_sizes):
+        for index, ds_size in enumerate(self.ds_sizes):
             if offset < ds_size:
                 break
             offset -= ds_size
 
-        return i, offset
+        return index, offset
 
     @staticmethod
     def _get_nb_of_patches(ds):
@@ -233,10 +233,10 @@ class PatchesImagesReader(PatchesReaderBase):
 
     @staticmethod
     def _read_extract_as_np_arr(ds, offset):
-        assert (ds is not None)
+        assert ds is not None
         psz = ds.RasterXSize
         yoff = int(offset * psz)
-        assert (yoff + psz <= ds.RasterYSize)
+        assert yoff + psz <= ds.RasterYSize
         buffer = ds.ReadAsArray(0, yoff, psz, psz)
         if len(buffer.shape) == 3:
             buffer = np.transpose(buffer, axes=(1, 2, 0))
@@ -252,8 +252,8 @@ class PatchesImagesReader(PatchesReaderBase):
              ...
              "src_key_M": np.array((psz_y_M, psz_x_M, nb_ch_M))}
         """
-        assert (0 <= index)
-        assert (index < self.size)
+        assert 0 <= index
+        assert index < self.size
 
         if not self.use_streaming:
             res = {src_key: self.patches_buffer[src_key][index, :, :, :] for src_key in self.ds}
-- 
GitLab


From 47d16e5c1c97855bb36792e6b672fd021599e678 Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Thu, 14 Oct 2021 17:38:52 +0200
Subject: [PATCH 150/281] STYLE: fix flake8 grunts

---
 python/tricks.py | 93 +++++++++++++++++++++---------------------------
 1 file changed, 40 insertions(+), 53 deletions(-)

diff --git a/python/tricks.py b/python/tricks.py
index 91488b62..ce9a8898 100644
--- a/python/tricks.py
+++ b/python/tricks.py
@@ -1,8 +1,8 @@
 # -*- coding: utf-8 -*-
 # ==========================================================================
 #
-#   Copyright 2018-2019 Remi Cresson (IRSTEA)
-#   Copyright 2020 Remi Cresson (INRAE)
+#   Copyright 2018-2019 IRSTEA
+#   Copyright 2020-2021 INRAE
 #
 #   Licensed under the Apache License, Version 2.0 (the "License");
 #   you may not use this file except in compliance with the License.
@@ -20,55 +20,41 @@
 """
 This module contains a set of python functions to interact with geospatial data
 and TensorFlow models.
+Starting from OTBTF >= 3.0.0, tricks is only used as a backward compatible stub
+for TF 1.X versions.
 """
 import gdal
 import numpy as np
+from otbtf import gdal_open, read_as_np_arr as read_as_np_arr_from_gdal_ds
 import tensorflow.compat.v1 as tf
 from deprecated import deprecated
-
 tf.disable_v2_behavior()
 
 
+@deprecated(version="3.0.0", reason="Please use otbtf.read_image_as_np() instead")
 def read_image_as_np(filename, as_patches=False):
     """
-    Read an image as numpy array.
-    @param filename File name of patches image
-    @param as_patches True if the image must be read as patches
-    @return 4D numpy array [batch, h, w, c]
+    Read a patches-image as numpy array.
+    :param filename: File name of the patches-image
+    :param as_patches: True if the image must be read as patches
+    :return 4D numpy array [batch, h, w, c] (batch = 1 when as_patches is False)
     """
 
     # Open a GDAL dataset
-    ds = gdal.Open(filename)
-    if ds is None:
-        raise Exception("Unable to open file {}".format(filename))
-
-    # Raster infos
-    n_bands = ds.RasterCount
-    szx = ds.RasterXSize
-    szy = ds.RasterYSize
-
-    # Raster array
-    myarray = ds.ReadAsArray()
-
-    # Re-order bands (when there is > 1 band)
-    if len(myarray.shape) == 3:
-        axes = (1, 2, 0)
-        myarray = np.transpose(myarray, axes=axes)
-
-    if as_patches:
-        n = int(szy / szx)
-        return myarray.reshape((n, szx, szx, n_bands))
+    gdal_ds = gdal_open(filename)
 
-    return myarray.reshape((1, szy, szx, n_bands))
+    # Return patches
+    return read_as_np_arr_from_gdal_ds(gdal_ds=gdal_ds, as_patches=as_patches)
 
 
+@deprecated(version="3.0.0", reason="Please consider using TensorFlow >= 2 to build your nets")
 def create_savedmodel(sess, inputs, outputs, directory):
     """
-    Create a SavedModel
-    @param sess      TF session
-    @param inputs    List of inputs names (e.g. ["x_cnn_1:0", "x_cnn_2:0"])
-    @param outputs   List of outputs names (e.g. ["prediction:0", "features:0"])
-    @param directory Path for the generated SavedModel
+    Create a SavedModel from TF 1.X graphs
+    :param sess: The Tensorflow V1 session
+    :param inputs: List of inputs names (e.g. ["x_cnn_1:0", "x_cnn_2:0"])
+    :param outputs: List of outputs names (e.g. ["prediction:0", "features:0"])
+    :param directory: Path for the generated SavedModel
     """
     print("Create a SavedModel in " + directory)
     graph = tf.compat.v1.get_default_graph()
@@ -77,14 +63,15 @@ def create_savedmodel(sess, inputs, outputs, directory):
     tf.compat.v1.saved_model.simple_save(sess, directory, inputs=inputs_names, outputs=outputs_names)
 
 
+@deprecated(version="3.0.0", reason="Please consider using TensorFlow >= 2 to build and save your nets")
 def ckpt_to_savedmodel(ckpt_path, inputs, outputs, savedmodel_path, clear_devices=False):
     """
-    Read a Checkpoint and build a SavedModel
-    @param ckpt_path       Path to the checkpoint file (without the ".meta" extension)
-    @param inputs          List of inputs names (e.g. ["x_cnn_1:0", "x_cnn_2:0"])
-    @param outputs         List of outputs names (e.g. ["prediction:0", "features:0"])
-    @param savedmodel_path Path for the generated SavedModel
-    @param clear_devices   Clear TF devices positionning (True/False)
+    Read a Checkpoint and build a SavedModel for some TF 1.X graph
+    :param ckpt_path: Path to the checkpoint file (without the ".meta" extension)
+    :param inputs: List of inputs names (e.g. ["x_cnn_1:0", "x_cnn_2:0"])
+    :param outputs: List of outputs names (e.g. ["prediction:0", "features:0"])
+    :param savedmodel_path: Path for the generated SavedModel
+    :param clear_devices: Clear TensorFlow devices positioning (True/False)
     """
     tf.compat.v1.reset_default_graph()
     with tf.compat.v1.Session() as sess:
@@ -96,7 +83,7 @@ def ckpt_to_savedmodel(ckpt_path, inputs, outputs, savedmodel_path, clear_device
         create_savedmodel(sess, inputs=inputs, outputs=outputs, directory=savedmodel_path)
 
 
-@deprecated
+@deprecated(version="3.0.0", reason="Please use otbtf.read_image_as_np() instead")
 def read_samples(filename):
     """
    Read a patches image.
@@ -105,26 +92,26 @@ def read_samples(filename):
     return read_image_as_np(filename, as_patches=True)
 
 
-@deprecated
+@deprecated(version="3.0.0", reason="Please consider using TensorFlow >= 2 to build and save your nets")
 def CreateSavedModel(sess, inputs, outputs, directory):
     """
-    Create a SavedModel
-    @param sess      TF session
-    @param inputs    List of inputs names (e.g. ["x_cnn_1:0", "x_cnn_2:0"])
-    @param outputs   List of outputs names (e.g. ["prediction:0", "features:0"])
-    @param directory Path for the generated SavedModel
+    Create a SavedModel from TF 1.X graphs
+    :param sess: The Tensorflow V1 session
+    :param inputs: List of inputs names (e.g. ["x_cnn_1:0", "x_cnn_2:0"])
+    :param outputs: List of outputs names (e.g. ["prediction:0", "features:0"])
+    :param directory: Path for the generated SavedModel
     """
     create_savedmodel(sess, inputs, outputs, directory)
 
 
-@deprecated
+@deprecated(version="3.0.0", reason="Please consider using TensorFlow >= 2 to build and save your nets")
 def CheckpointToSavedModel(ckpt_path, inputs, outputs, savedmodel_path, clear_devices=False):
     """
-    Read a Checkpoint and build a SavedModel
-    @param ckpt_path       Path to the checkpoint file (without the ".meta" extension)
-    @param inputs          List of inputs names (e.g. ["x_cnn_1:0", "x_cnn_2:0"])
-    @param outputs         List of outputs names (e.g. ["prediction:0", "features:0"])
-    @param savedmodel_path Path for the generated SavedModel
-    @param clear_devices   Clear TF devices positionning (True/False)
+    Read a Checkpoint and build a SavedModel for TF 1.X graphs
+    :param ckpt_path: Path to the checkpoint file (without the ".meta" extension)
+    :param inputs: List of inputs names (e.g. ["x_cnn_1:0", "x_cnn_2:0"])
+    :param outputs: List of outputs names (e.g. ["prediction:0", "features:0"])
+    :param savedmodel_path: Path for the generated SavedModel
+    :param clear_devices: Clear TensorFlow devices positioning (True/False)
     """
     ckpt_to_savedmodel(ckpt_path, inputs, outputs, savedmodel_path, clear_devices)
-- 
GitLab


From 25ce8d213d2976a5806d40e4ca5d20de6642cfba Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Thu, 14 Oct 2021 17:43:59 +0200
Subject: [PATCH 151/281] REFAC: remove unused imports

---
 python/tricks.py | 2 --
 1 file changed, 2 deletions(-)

diff --git a/python/tricks.py b/python/tricks.py
index ce9a8898..33e98b4f 100644
--- a/python/tricks.py
+++ b/python/tricks.py
@@ -23,8 +23,6 @@ and TensorFlow models.
 Starting from OTBTF >= 3.0.0, tricks is only used as a backward compatible stub
 for TF 1.X versions.
 """
-import gdal
-import numpy as np
 from otbtf import gdal_open, read_as_np_arr as read_as_np_arr_from_gdal_ds
 import tensorflow.compat.v1 as tf
 from deprecated import deprecated
-- 
GitLab


From fcd88007191217639593f818ba269e770fda973a Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Mon, 18 Oct 2021 14:32:54 +0200
Subject: [PATCH 152/281] DOC: update contributors.md

---
 CONTRIBUTORS.md | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/CONTRIBUTORS.md b/CONTRIBUTORS.md
index dd69f197..cd39540e 100644
--- a/CONTRIBUTORS.md
+++ b/CONTRIBUTORS.md
@@ -1,8 +1,8 @@
-Remi Cresson
-Nicolas Narcon
-Benjamin Commandre
-Vincent Delbar
-Loic Lozac'h
-Pratyush Das
-Doctor Who
-Jordi Inglada
+- Remi Cresson
+- Nicolas Narcon
+- Benjamin Commandre
+- Vincent Delbar
+- Loic Lozac'h
+- Pratyush Das
+- Doctor Who
+- Jordi Inglada
-- 
GitLab


From 3c30baa2ba3489038c665660a4629872c621cf01 Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Mon, 18 Oct 2021 14:33:33 +0200
Subject: [PATCH 153/281] WIP: user placeholders vector support

---
 include/otbTensorflowCopyUtils.cxx | 206 +++++++++++++++++++----------
 include/otbTensorflowCopyUtils.h   |   4 +
 2 files changed, 141 insertions(+), 69 deletions(-)

diff --git a/include/otbTensorflowCopyUtils.cxx b/include/otbTensorflowCopyUtils.cxx
index 3449e11b..1bd40c38 100644
--- a/include/otbTensorflowCopyUtils.cxx
+++ b/include/otbTensorflowCopyUtils.cxx
@@ -231,13 +231,23 @@ void CopyTensorToImageRegion(const tensorflow::Tensor & tensor, const typename T
 {
   tensorflow::DataType dt = tensor.dtype();
   if (dt == tensorflow::DT_FLOAT)
-    CopyTensorToImageRegion<TImage, float>        (tensor, bufferRegion, outputPtr, region, channelOffset);
+    CopyTensorToImageRegion<TImage, float>(tensor, bufferRegion, outputPtr, region, channelOffset);
   else if (dt == tensorflow::DT_DOUBLE)
-    CopyTensorToImageRegion<TImage, double>       (tensor, bufferRegion, outputPtr, region, channelOffset);
+    CopyTensorToImageRegion<TImage, double>(tensor, bufferRegion, outputPtr, region, channelOffset);
+  else if (dt == tensorflow::DT_UINT64)
+    CopyTensorToImageRegion<TImage, unsigned long long int>(tensor, bufferRegion, outputPtr, region, channelOffset);
   else if (dt == tensorflow::DT_INT64)
     CopyTensorToImageRegion<TImage, long long int>(tensor, bufferRegion, outputPtr, region, channelOffset);
+  else if (dt == tensorflow::DT_UINT32)
+    CopyTensorToImageRegion<TImage, unsigned int>(tensor, bufferRegion, outputPtr, region, channelOffset);
   else if (dt == tensorflow::DT_INT32)
-    CopyTensorToImageRegion<TImage, int>          (tensor, bufferRegion, outputPtr, region, channelOffset);
+    CopyTensorToImageRegion<TImage, int>(tensor, bufferRegion, outputPtr, region, channelOffset);
+  else if (dt == tensorflow::DT_UINT16)
+    CopyTensorToImageRegion<TImage, unsigned short int>(tensor, bufferRegion, outputPtr, region, channelOffset);
+  else if (dt == tensorflow::DT_INT16)
+    CopyTensorToImageRegion<TImage, short int>(tensor, bufferRegion, outputPtr, region, channelOffset);
+  else if (dt == tensorflow::DT_UINT8)
+    CopyTensorToImageRegion<TImage, char>(tensor, bufferRegion, outputPtr, region, channelOffset);
   else
     itkGenericExceptionMacro("TF DataType "<< dt << " not currently implemented !");
 
@@ -255,14 +265,131 @@ bool iequals(const std::string& a, const std::string& b)
   });
 }
 
+// Convert a value into a tensor
+// Following types are supported:
+// -bool
+// -int
+// -float
+// -vector of float
+//
+// e.g. "true", "0.2", "14", "(1.2, 4.2, 4)"
+tensorflow::Tensor ValueToTensor(std::string value)
+{
+  std::vector<std::string> values;
+  
+  // Check if value is a vector or a scalar
+  const bool has_left = (value[0] == "(");
+  const bool has_right = value[value.size() - 1] == ")";
+  
+  // Check consistency
+  bool is_vec = False;
+  if (has_left || has_right)
+  {
+	is_vec = True;
+	if (!has_left || !has_right)
+	  itkGenericExceptionMacro("Error parsing vector expression (missing parenthese ?)" << value);
+  }
+  
+  // Scalar --> Vector for generic processing
+  if (!is_vec)
+	values.push_back(value);
+  else
+  {
+	// Remove "(" and ")" chars
+	std::string values = value.substr(1, value.size() - 2);
+	
+	// Split string into vector using "," delimiter
+	std::regex rgx("\\s*,\\s*");
+	std::sregex_token_iterator iter{values.begin(), values.end(), rgx, -1};
+	std::sregex_token_iterator end;
+	values = {iter, end};
+  }
+   
+  // Find type
+  std::size_t found_dot = values[0].find(".") != std::string::npos;
+  std::size_t is_digit = values[0].find_first_not_of("0123456789.") == std::string::npos;
+  
+  // Create tensor
+  tensorflow::Tensor out;
+  tensorflow::TensorShape shape({});
+  if is_digit
+	if found_dot
+	  out = tensorflow::Tensor(tensorflow::DT_FLOAT, shape);
+	else
+	  out = tensorflow::Tensor(tensorflow::DT_INT32, shape);
+  else
+    out = tensorflow::Tensor(tensorflow::DT_BOOL, shape);
+	
+  // Fill tensor
+  unsigned int idx = 0
+  for (auto& val: values)
+  {
+	  
+	if (is_digit)
+	{
+	  if (found_dot)
+	  {
+		// FLOAT
+		try
+		{
+		  float val = std::stof(value);
+		  out.scalar<float>()(idx) = val;
+		}
+		catch(...)
+		{
+		  itkGenericExceptionMacro("Error parsing name="
+			  << name << " with value=" << value << " as float");
+		}
+	  }
+	  else
+	  {
+		// INT
+		try
+		{
+		  int val = std::stoi(value);
+		  out.scalar<int>()(idx) = val;
+		}
+		catch(...)
+		{
+		  itkGenericExceptionMacro("Error parsing name="
+			  << name << " with value=" << value << " as int");
+		}
+	  }
+	}
+	else
+	{
+	  // BOOL
+	  bool val = true;
+	  if (iequals(value, "true"))
+	  {
+		val = true;
+	  }
+	  else if (iequals(value, "false"))
+	  {
+		val = false;
+	  }
+	  else
+	  {
+		itkGenericExceptionMacro("Error parsing name="
+						<< name << " with value=" << value << " as bool");
+	  }
+	  out.scalar<bool>()(idx) = val;
+	}
+	idx++;
+  }
+  
+  return out;
+}
+
 // Convert an expression into a dict
 //
 // Following types are supported:
 // -bool
 // -int
 // -float
+// -vector of float
 //
-// e.g. is_training=true, droptout=0.2, nfeat=14
+// e.g. is_training=true, droptout=0.2, nfeat=14, x=(1.2, 4.2, 4)
 std::pair<std::string, tensorflow::Tensor> ExpressionToTensor(std::string expression)
 {
   std::pair<std::string, tensorflow::Tensor> dict;
@@ -277,76 +404,17 @@ std::pair<std::string, tensorflow::Tensor> ExpressionToTensor(std::string expres
 
       dict.first = name;
 
-      // Find type
-      std::size_t found_dot = value.find(".") != std::string::npos;
-      std::size_t is_digit = value.find_first_not_of("0123456789.") == std::string::npos;
-      if (is_digit)
-      {
-        if (found_dot)
-        {
-          // FLOAT
-          try
-          {
-            float val = std::stof(value);
-            tensorflow::Tensor out(tensorflow::DT_FLOAT, tensorflow::TensorShape());
-            out.scalar<float>()() = val;
-            dict.second = out;
-
-          }
-          catch(...)
-          {
-            itkGenericExceptionMacro("Error parsing name="
-                << name << " with value=" << value << " as float");
-          }
-
-        }
-        else
-        {
-          // INT
-          try
-          {
-            int val = std::stoi(value);
-            tensorflow::Tensor out(tensorflow::DT_INT32, tensorflow::TensorShape());
-            out.scalar<int>()() = val;
-            dict.second = out;
-
-          }
-          catch(...)
-          {
-            itkGenericExceptionMacro("Error parsing name="
-                << name << " with value=" << value << " as int");
-          }
-
-        }
-      }
-      else
-      {
-        // BOOL
-        bool val = true;
-        if (iequals(value, "true"))
-        {
-          val = true;
-        }
-        else if (iequals(value, "false"))
-        {
-          val = false;
-        }
-        else
-        {
-          itkGenericExceptionMacro("Error parsing name="
-                          << name << " with value=" << value << " as bool");
-        }
-        tensorflow::Tensor out(tensorflow::DT_BOOL, tensorflow::TensorShape());
-        out.scalar<bool>()() = val;
-        dict.second = out;
-      }
-
+	  // Transform value into tensorflow::Tensor
+	  dict.second = ValueToTensor(value);
+	  
     }
     else
     {
       itkGenericExceptionMacro("The following expression is not valid: "
           << "\n\t" << expression
-          << ".\nExpression must be in the form int_value=1 or float_value=1.0 or bool_value=true.");
+          << ".\nExpression must be in one of the following form:"
+		  << "\n- int32_value=1 \n- float_value=1.0 \n- bool_value=true."
+		  << "\n- float_vec=(1.0, 5.253, 2))";
     }
 
     return dict;
diff --git a/include/otbTensorflowCopyUtils.h b/include/otbTensorflowCopyUtils.h
index f2109722..78a15c8c 100644
--- a/include/otbTensorflowCopyUtils.h
+++ b/include/otbTensorflowCopyUtils.h
@@ -28,6 +28,7 @@
 
 // STD
 #include <string>
+#include <regex>
 
 namespace otb {
 namespace tf {
@@ -75,6 +76,9 @@ void CopyTensorToImageRegion(const tensorflow::Tensor & tensor, typename TImage:
 template<class TImage>
 void CopyTensorToImageRegion(const tensorflow::Tensor & tensor, const typename TImage::RegionType & bufferRegion, typename TImage::Pointer outputPtr, const typename TImage::RegionType & outputRegion, int & channelOffset);
 
+// Convert a value into a tensor
+tensorflow::Tensor ValueToTensor(std::string value);
+
 // Convert an expression into a dict
 std::pair<std::string, tensorflow::Tensor> ExpressionToTensor(std::string expression);
 
-- 
GitLab


From d8d9987cc5477db4301353a4dc00efc200c0395c Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Mon, 18 Oct 2021 15:21:57 +0200
Subject: [PATCH 154/281] COMP: fix errors

---
 include/otbTensorflowCopyUtils.cxx | 41 ++++++++++++++----------------
 1 file changed, 19 insertions(+), 22 deletions(-)

diff --git a/include/otbTensorflowCopyUtils.cxx b/include/otbTensorflowCopyUtils.cxx
index 1bd40c38..ff30c5c7 100644
--- a/include/otbTensorflowCopyUtils.cxx
+++ b/include/otbTensorflowCopyUtils.cxx
@@ -223,7 +223,6 @@ void CopyTensorToImageRegion(const tensorflow::Tensor & tensor, const typename T
 
 //
 // Type-agnostic version of the 'CopyTensorToImageRegion' function
-// TODO: add some numeric types
 //
 template<class TImage>
 void CopyTensorToImageRegion(const tensorflow::Tensor & tensor, const typename TImage::RegionType & bufferRegion,
@@ -247,7 +246,7 @@ void CopyTensorToImageRegion(const tensorflow::Tensor & tensor, const typename T
   else if (dt == tensorflow::DT_INT16)
     CopyTensorToImageRegion<TImage, short int>(tensor, bufferRegion, outputPtr, region, channelOffset);
   else if (dt == tensorflow::DT_UINT8)
-    CopyTensorToImageRegion<TImage, char>(tensor, bufferRegion, outputPtr, region, channelOffset);
+    CopyTensorToImageRegion<TImage, unsigned char>(tensor, bufferRegion, outputPtr, region, channelOffset);
   else
     itkGenericExceptionMacro("TF DataType "<< dt << " not currently implemented !");
 
@@ -273,19 +272,22 @@ bool iequals(const std::string& a, const std::string& b)
 // -vector of float
 //
 // e.g. "true", "0.2", "14", "(1.2, 4.2, 4)"
+//
+// TODO: we could add some other types (e.g. string)
 tensorflow::Tensor ValueToTensor(std::string value)
 {
+
   std::vector<std::string> values;
   
   // Check if value is a vector or a scalar
-  const bool has_left = (value[0] == "(");
-  const bool has_right = value[value.size() - 1] == ")";
+  const bool has_left = (value[0] == '(');
+  const bool has_right = value[value.size() - 1] == ')';
   
   // Check consistency
-  bool is_vec = False;
+  bool is_vec = false;
   if (has_left || has_right)
   {
-	is_vec = True;
+	is_vec = true;
 	if (!has_left || !has_right)
 	  itkGenericExceptionMacro("Error parsing vector expression (missing parenthese ?)" << value);
   }
@@ -296,13 +298,13 @@ tensorflow::Tensor ValueToTensor(std::string value)
   else
   {
 	// Remove "(" and ")" chars
-	std::string values = value.substr(1, value.size() - 2);
+	std::string trimmed_value = value.substr(1, value.size() - 2);
 	
 	// Split string into vector using "," delimiter
 	std::regex rgx("\\s*,\\s*");
-	std::sregex_token_iterator iter{values.begin(), values.end(), rgx, -1};
+	std::sregex_token_iterator iter{trimmed_value.begin(), trimmed_value.end(), rgx, -1};
 	std::sregex_token_iterator end;
-	values = {iter, end};
+	values = std::vector<std::string>({iter, end});
   }
    
   // Find type
@@ -310,18 +312,16 @@ tensorflow::Tensor ValueToTensor(std::string value)
   std::size_t is_digit = values[0].find_first_not_of("0123456789.") == std::string::npos;
   
   // Create tensor
-  tensorflow::Tensor out;
   tensorflow::TensorShape shape({});
-  if is_digit
-	if found_dot
+  tensorflow::Tensor out(tensorflow::DT_BOOL, shape);
+  if (is_digit)
+	if (found_dot)
 	  out = tensorflow::Tensor(tensorflow::DT_FLOAT, shape);
 	else
 	  out = tensorflow::Tensor(tensorflow::DT_INT32, shape);
-  else
-    out = tensorflow::Tensor(tensorflow::DT_BOOL, shape);
 	
   // Fill tensor
-  unsigned int idx = 0
+  unsigned int idx = 0;
   for (auto& val: values)
   {
 	  
@@ -337,8 +337,7 @@ tensorflow::Tensor ValueToTensor(std::string value)
 		}
 		catch(...)
 		{
-		  itkGenericExceptionMacro("Error parsing name="
-			  << name << " with value=" << value << " as float");
+		  itkGenericExceptionMacro("Error parsing value " << value << " as float");
 		}
 	  }
 	  else
@@ -351,8 +350,7 @@ tensorflow::Tensor ValueToTensor(std::string value)
 		}
 		catch(...)
 		{
-		  itkGenericExceptionMacro("Error parsing name="
-			  << name << " with value=" << value << " as int");
+		  itkGenericExceptionMacro("Error parsing value " << value << " as int");
 		}
 	  }
 	}
@@ -370,8 +368,7 @@ tensorflow::Tensor ValueToTensor(std::string value)
 	  }
 	  else
 	  {
-		itkGenericExceptionMacro("Error parsing name="
-						<< name << " with value=" << value << " as bool");
+		itkGenericExceptionMacro("Error parsing value " << value << " as bool");
 	  }
 	  out.scalar<bool>()(idx) = val;
 	}
@@ -414,7 +411,7 @@ std::pair<std::string, tensorflow::Tensor> ExpressionToTensor(std::string expres
           << "\n\t" << expression
           << ".\nExpression must be in one of the following form:"
 		  << "\n- int32_value=1 \n- float_value=1.0 \n- bool_value=true."
-		  << "\n- float_vec=(1.0, 5.253, 2))";
+		  << "\n- float_vec=(1.0, 5.253, 2)");
     }
 
     return dict;
-- 
GitLab


From b12e54ab3bfcad42192f520950b626623b090b87 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Mon, 18 Oct 2021 20:40:09 +0200
Subject: [PATCH 155/281] STYLE: update clang-format (same as ITK)

---
 .clang-format | 130 +++++++++++++++++++++++++++++++++++++++++++++-----
 1 file changed, 117 insertions(+), 13 deletions(-)

diff --git a/.clang-format b/.clang-format
index bf8ff45f..0b9a4028 100644
--- a/.clang-format
+++ b/.clang-format
@@ -1,30 +1,134 @@
----
+BasedOnStyle: Mozilla
+Language:        Cpp
+AccessModifierOffset: -2
 AlignAfterOpenBracket: Align
-AlignConsecutiveAssignments: true
+AlignConsecutiveAssignments: false
 AlignConsecutiveDeclarations: true
-AlignEscapedNewlinesLeft: true
+AlignEscapedNewlines: Left
 AlignOperands:   true
 AlignTrailingComments: true
+# clang 9.0 AllowAllArgumentsOnNextLine: true
+# clang 9.0 AllowAllConstructorInitializersOnNextLine: true
+AllowAllParametersOfDeclarationOnNextLine: false
 AllowShortBlocksOnASingleLine: false
 AllowShortCaseLabelsOnASingleLine: false
-AllowShortFunctionsOnASingleLine: false
+AllowShortFunctionsOnASingleLine: Inline
+# clang 9.0 AllowShortLambdasOnASingleLine: All
+# clang 9.0 features AllowShortIfStatementsOnASingleLine: Never
 AllowShortIfStatementsOnASingleLine: false
 AllowShortLoopsOnASingleLine: false
-AlwaysBreakBeforeMultilineStrings: true
-AlwaysBreakTemplateDeclarations: true
-BreakBeforeBraces: Allman
-ColumnLimit:     160
-ConstructorInitializerAllOnOneLineOrOnePerLine: true
+AlwaysBreakAfterDefinitionReturnType: None
+AlwaysBreakAfterReturnType: All
+AlwaysBreakBeforeMultilineStrings: false
+AlwaysBreakTemplateDeclarations: Yes
+BinPackArguments: false
+BinPackParameters: false
+BreakBeforeBraces: Custom
+BraceWrapping:
+  # clang 9.0 feature AfterCaseLabel:  false
+  AfterClass:      true
+  AfterControlStatement: true
+  AfterEnum:       true
+  AfterFunction:   true
+  AfterNamespace:  true
+  AfterObjCDeclaration: true
+  AfterStruct:     true
+  AfterUnion:      true
+  AfterExternBlock: true
+  BeforeCatch:     true
+  BeforeElse:      true
+## This is the big change from historical ITK formatting!
+# Historically ITK used a style similar to https://en.wikipedia.org/wiki/Indentation_style#Whitesmiths_style
+# with indented braces, and not indented code.  This style is very difficult to automatically
+# maintain with code beautification tools.  Not indenting braces is more common among
+# formatting tools.
+  IndentBraces:    false
+  SplitEmptyFunction: false
+  SplitEmptyRecord: false
+  SplitEmptyNamespace: false
+BreakBeforeBinaryOperators: None
+#clang 6.0 BreakBeforeInheritanceComma: true
+BreakInheritanceList: BeforeComma
+BreakBeforeTernaryOperators: true
+#clang 6.0 BreakConstructorInitializersBeforeComma: true
+BreakConstructorInitializers: BeforeComma
+BreakAfterJavaFieldAnnotations: false
+BreakStringLiterals: true
+## The following line allows larger lines in non-documentation code
+ColumnLimit:     120
+CommentPragmas:  '^ IWYU pragma:'
+CompactNamespaces: false
+ConstructorInitializerAllOnOneLineOrOnePerLine: false
 ConstructorInitializerIndentWidth: 2
-Cpp11BracedListStyle: true
+ContinuationIndentWidth: 2
+Cpp11BracedListStyle: false
 DerivePointerAlignment: false
+DisableFormat:   false
+ExperimentalAutoDetectBinPacking: false
+FixNamespaceComments: true
+ForEachMacros:
+  - foreach
+  - Q_FOREACH
+  - BOOST_FOREACH
+IncludeBlocks:   Preserve
+IncludeCategories:
+  - Regex:           '^"(llvm|llvm-c|clang|clang-c)/'
+    Priority:        2
+  - Regex:           '^(<|"(gtest|gmock|isl|json)/)'
+    Priority:        3
+  - Regex:           '.*'
+    Priority:        1
+IncludeIsMainRegex: '(Test)?$'
+IndentCaseLabels: true
+IndentPPDirectives: AfterHash
 IndentWidth:     2
-Language:        Cpp
+IndentWrappedFunctionNames: false
+JavaScriptQuotes: Leave
+JavaScriptWrapImports: true
+KeepEmptyLinesAtTheStartOfBlocks: true
+MacroBlockBegin: ''
+MacroBlockEnd:   ''
 MaxEmptyLinesToKeep: 2
 NamespaceIndentation: None
-PointerAlignment: Left
-SortIncludes: false
+ObjCBinPackProtocolList: Auto
+ObjCBlockIndentWidth: 2
+ObjCSpaceAfterProperty: true
+ObjCSpaceBeforeProtocolList: false
+PenaltyBreakAssignment: 2
+PenaltyBreakBeforeFirstCallParameter: 19
+PenaltyBreakComment: 300
+## The following line allows larger lines in non-documentation code
+PenaltyBreakFirstLessLess: 120
+PenaltyBreakString: 1000
+PenaltyBreakTemplateDeclaration: 10
+PenaltyExcessCharacter: 1000000
+PenaltyReturnTypeOnItsOwnLine: 200
+PointerAlignment: Middle
+ReflowComments:  true
+# We may want to sort the includes as a separate pass
+SortIncludes:    false
+# We may want to revisit this later
+SortUsingDeclarations: false
+SpaceAfterCStyleCast: false
+# SpaceAfterLogicalNot: false
+SpaceAfterTemplateKeyword: true
+SpaceBeforeAssignmentOperators: true
+SpaceBeforeCpp11BracedList: false
+SpaceBeforeCtorInitializerColon: true
+SpaceBeforeInheritanceColon: true
+SpaceBeforeParens: ControlStatements
+SpaceBeforeRangeBasedForLoopColon: true
+SpaceInEmptyParentheses: false
+SpacesBeforeTrailingComments: 1
+SpacesInAngles:  false
+SpacesInContainerLiterals: false
+SpacesInCStyleCastParentheses: false
+SpacesInParentheses: false
+SpacesInSquareBrackets: false
 Standard:        Cpp11
+StatementMacros:
+  - Q_UNUSED
+  - QT_REQUIRE_VERSION
 TabWidth:        2
 UseTab:          Never
 ...
-- 
GitLab


From 6dbdf932e963b8f153a27853fc14c81f889817b7 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Mon, 18 Oct 2021 20:40:46 +0200
Subject: [PATCH 156/281] FIX: bug in ValueToTensor()

---
 include/otbTensorflowCopyUtils.cxx | 354 ++++++++++++++++-------------
 1 file changed, 192 insertions(+), 162 deletions(-)

diff --git a/include/otbTensorflowCopyUtils.cxx b/include/otbTensorflowCopyUtils.cxx
index ff30c5c7..d5529685 100644
--- a/include/otbTensorflowCopyUtils.cxx
+++ b/include/otbTensorflowCopyUtils.cxx
@@ -11,27 +11,31 @@
 =========================================================================*/
 #include "otbTensorflowCopyUtils.h"
 
-namespace otb {
-namespace tf {
+namespace otb
+{
+namespace tf
+{
 
 //
 // Display a TensorShape
 //
-std::string PrintTensorShape(const tensorflow::TensorShape & shp)
+std::string
+PrintTensorShape(const tensorflow::TensorShape & shp)
 {
   std::stringstream s;
-  unsigned int nDims = shp.dims();
+  unsigned int      nDims = shp.dims();
   s << "{" << shp.dim_size(0);
-  for (unsigned int d = 1 ; d < nDims ; d++)
+  for (unsigned int d = 1; d < nDims; d++)
     s << ", " << shp.dim_size(d);
-  s << "}" ;
+  s << "}";
   return s.str();
 }
 
 //
 // Display infos about a tensor
 //
-std::string PrintTensorInfos(const tensorflow::Tensor & tensor)
+std::string
+PrintTensorInfos(const tensorflow::Tensor & tensor)
 {
   std::stringstream s;
   s << "Tensor ";
@@ -45,11 +49,12 @@ std::string PrintTensorInfos(const tensorflow::Tensor & tensor)
 //
 // Create a tensor with the good datatype
 //
-template<class TImage>
-tensorflow::Tensor CreateTensor(tensorflow::TensorShape & shape)
+template <class TImage>
+tensorflow::Tensor
+CreateTensor(tensorflow::TensorShape & shape)
 {
   tensorflow::DataType ts_dt = GetTensorflowDataType<typename TImage::InternalPixelType>();
-  tensorflow::Tensor out_tensor(ts_dt, shape);
+  tensorflow::Tensor   out_tensor(ts_dt, shape);
 
   return out_tensor;
 }
@@ -58,32 +63,35 @@ tensorflow::Tensor CreateTensor(tensorflow::TensorShape & shape)
 // Populate a tensor with the buffered region of a vector image using std::copy
 // Warning: tensor datatype must be consistent with the image value type
 //
-template<class TImage>
-void PopulateTensorFromBufferedVectorImage(const typename TImage::Pointer bufferedimagePtr, tensorflow::Tensor & out_tensor)
+template <class TImage>
+void
+PopulateTensorFromBufferedVectorImage(const typename TImage::Pointer bufferedimagePtr, tensorflow::Tensor & out_tensor)
 {
-  size_t n_elem = bufferedimagePtr->GetNumberOfComponentsPerPixel() *
-      bufferedimagePtr->GetBufferedRegion().GetNumberOfPixels();
-  std::copy_n(bufferedimagePtr->GetBufferPointer(),
-      n_elem,
-      out_tensor.flat<typename TImage::InternalPixelType>().data());
+  size_t n_elem =
+    bufferedimagePtr->GetNumberOfComponentsPerPixel() * bufferedimagePtr->GetBufferedRegion().GetNumberOfPixels();
+  std::copy_n(
+    bufferedimagePtr->GetBufferPointer(), n_elem, out_tensor.flat<typename TImage::InternalPixelType>().data());
 }
 
 //
 // Recopy an VectorImage region into a 4D-shaped tensorflow::Tensor ({-1, sz_y, sz_x, sz_bands})
 //
-template<class TImage, class TValueType=typename TImage::InternalPixelType>
-void RecopyImageRegionToTensor(const typename TImage::Pointer inputPtr, const typename TImage::RegionType & region,
-    tensorflow::Tensor & tensor, unsigned int elemIdx) // element position along the 1st dimension
+template <class TImage, class TValueType = typename TImage::InternalPixelType>
+void
+RecopyImageRegionToTensor(const typename TImage::Pointer      inputPtr,
+                          const typename TImage::RegionType & region,
+                          tensorflow::Tensor &                tensor,
+                          unsigned int                        elemIdx) // element position along the 1st dimension
 {
   typename itk::ImageRegionConstIterator<TImage> inIt(inputPtr, region);
-  unsigned int nBands = inputPtr->GetNumberOfComponentsPerPixel();
-  auto tMap = tensor.tensor<TValueType, 4>();
+  unsigned int                                   nBands = inputPtr->GetNumberOfComponentsPerPixel();
+  auto                                           tMap = tensor.tensor<TValueType, 4>();
   for (inIt.GoToBegin(); !inIt.IsAtEnd(); ++inIt)
   {
     const int y = inIt.GetIndex()[1] - region.GetIndex()[1];
     const int x = inIt.GetIndex()[0] - region.GetIndex()[0];
 
-    for (unsigned int band = 0 ; band < nBands ; band++)
+    for (unsigned int band = 0; band < nBands; band++)
       tMap(elemIdx, y, x, band) = inIt.Get()[band];
   }
 }
@@ -92,9 +100,12 @@ void RecopyImageRegionToTensor(const typename TImage::Pointer inputPtr, const ty
 // Type-agnostic version of the 'RecopyImageRegionToTensor' function
 // TODO: add some numeric types
 //
-template<class TImage>
-void RecopyImageRegionToTensorWithCast(const typename TImage::Pointer inputPtr, const typename TImage::RegionType & region,
-    tensorflow::Tensor & tensor, unsigned int elemIdx) // element position along the 1st dimension
+template <class TImage>
+void
+RecopyImageRegionToTensorWithCast(const typename TImage::Pointer      inputPtr,
+                                  const typename TImage::RegionType & region,
+                                  tensorflow::Tensor &                tensor,
+                                  unsigned int elemIdx) // element position along the 1st dimension
 {
   tensorflow::DataType dt = tensor.dtype();
   if (dt == tensorflow::DT_FLOAT)
@@ -110,21 +121,25 @@ void RecopyImageRegionToTensorWithCast(const typename TImage::Pointer inputPtr,
   else if (dt == tensorflow::DT_INT32)
     RecopyImageRegionToTensor<TImage, int>(inputPtr, region, tensor, elemIdx);
   else if (dt == tensorflow::DT_UINT16)
-    RecopyImageRegionToTensor<TImage, unsigned short int> (inputPtr, region, tensor, elemIdx);
+    RecopyImageRegionToTensor<TImage, unsigned short int>(inputPtr, region, tensor, elemIdx);
   else if (dt == tensorflow::DT_INT16)
     RecopyImageRegionToTensor<TImage, short int>(inputPtr, region, tensor, elemIdx);
   else if (dt == tensorflow::DT_UINT8)
-    RecopyImageRegionToTensor<TImage, unsigned char> (inputPtr, region, tensor, elemIdx);
+    RecopyImageRegionToTensor<TImage, unsigned char>(inputPtr, region, tensor, elemIdx);
   else
-    itkGenericExceptionMacro("TF DataType "<< dt << " not currently implemented !");
+    itkGenericExceptionMacro("TF DataType " << dt << " not currently implemented !");
 }
 
 //
 // Sample a centered patch (from index)
 //
-template<class TImage>
-void SampleCenteredPatch(const typename TImage::Pointer inputPtr, const typename TImage::IndexType & centerIndex, const typename TImage::SizeType & patchSize,
-    tensorflow::Tensor & tensor, unsigned int elemIdx)
+template <class TImage>
+void
+SampleCenteredPatch(const typename TImage::Pointer     inputPtr,
+                    const typename TImage::IndexType & centerIndex,
+                    const typename TImage::SizeType &  patchSize,
+                    tensorflow::Tensor &               tensor,
+                    unsigned int                       elemIdx)
 {
   typename TImage::IndexType regionStart;
   regionStart[0] = centerIndex[0] - patchSize[0] / 2;
@@ -136,9 +151,13 @@ void SampleCenteredPatch(const typename TImage::Pointer inputPtr, const typename
 //
 // Sample a centered patch (from coordinates)
 //
-template<class TImage>
-void SampleCenteredPatch(const typename TImage::Pointer inputPtr, const typename TImage::PointType & centerCoord, const typename TImage::SizeType & patchSize,
-    tensorflow::Tensor & tensor, unsigned int elemIdx)
+template <class TImage>
+void
+SampleCenteredPatch(const typename TImage::Pointer     inputPtr,
+                    const typename TImage::PointType & centerCoord,
+                    const typename TImage::SizeType &  patchSize,
+                    tensorflow::Tensor &               tensor,
+                    unsigned int                       elemIdx)
 {
   // Assuming tensor is of shape {-1, sz_y, sz_x, sz_bands}
   // Get the index of the center
@@ -154,10 +173,11 @@ void SampleCenteredPatch(const typename TImage::Pointer inputPtr, const typename
 // shape {x, y, c}    --> c (e.g. a patch)
 // shape {n, x, y, c} --> c (e.g. some patches)
 //
-tensorflow::int64 GetNumberOfChannelsForOutputTensor(const tensorflow::Tensor & tensor)
+tensorflow::int64
+GetNumberOfChannelsForOutputTensor(const tensorflow::Tensor & tensor)
 {
   const tensorflow::TensorShape shape = tensor.shape();
-  const int nDims = shape.dims();
+  const int                     nDims = shape.dims();
   if (nDims == 1)
     return 1;
   return shape.dim_size(nDims - 1);
@@ -172,9 +192,13 @@ tensorflow::int64 GetNumberOfChannelsForOutputTensor(const tensorflow::Tensor &
 // shape {n, c}       --> c (e.g. a vector)
 // shape {x, y, c}    --> c (e.g. a multichannel image)
 //
-template<class TImage, class TValueType>
-void CopyTensorToImageRegion(const tensorflow::Tensor & tensor, const typename TImage::RegionType & bufferRegion,
-                             typename TImage::Pointer outputPtr, const typename TImage::RegionType & outputRegion, int & channelOffset)
+template <class TImage, class TValueType>
+void
+CopyTensorToImageRegion(const tensorflow::Tensor &          tensor,
+                        const typename TImage::RegionType & bufferRegion,
+                        typename TImage::Pointer            outputPtr,
+                        const typename TImage::RegionType & outputRegion,
+                        int &                               channelOffset)
 {
 
   // Flatten the tensor
@@ -191,15 +215,13 @@ void CopyTensorToImageRegion(const tensorflow::Tensor & tensor, const typename T
   const tensorflow::int64 nElmI = bufferRegion.GetNumberOfPixels() * outputDimSize_C;
   if (nElmI != nElmT)
   {
-    itkGenericExceptionMacro("Number of elements in the tensor is " << nElmT <<
-        " but image outputRegion has " << nElmI <<
-        " values to fill.\nBuffer region:\n" << bufferRegion <<
-        "\nNumber of components: " << outputDimSize_C <<
-        "\nTensor shape:\n " << PrintTensorShape(tensor.shape()) <<
-        "\nPlease check the input(s) field of view (FOV), " <<
-        "the output field of expression (FOE), and the  " <<
-        "output spacing scale if you run the model in fully " <<
-        "convolutional mode (how many strides in your model?)");
+    itkGenericExceptionMacro("Number of elements in the tensor is "
+                             << nElmT << " but image outputRegion has " << nElmI << " values to fill.\nBuffer region:\n"
+                             << bufferRegion << "\nNumber of components: " << outputDimSize_C << "\nTensor shape:\n "
+                             << PrintTensorShape(tensor.shape()) << "\nPlease check the input(s) field of view (FOV), "
+                             << "the output field of expression (FOE), and the  "
+                             << "output spacing scale if you run the model in fully "
+                             << "convolutional mode (how many strides in your model?)");
   }
 
   // Iterate over the image
@@ -212,21 +234,24 @@ void CopyTensorToImageRegion(const tensorflow::Tensor & tensor, const typename T
     // TODO: it could be useful to change the tensor-->image mapping here.
     // e.g use a lambda for "pos" calculation
     const int pos = outputDimSize_C * (y * nCols + x);
-    for (unsigned int c = 0 ; c < outputDimSize_C ; c++)
-      outIt.Get()[channelOffset + c] = tFlat( pos + c);
+    for (unsigned int c = 0; c < outputDimSize_C; c++)
+      outIt.Get()[channelOffset + c] = tFlat(pos + c);
   }
 
   // Update the offset
   channelOffset += outputDimSize_C;
-
 }
 
 //
 // Type-agnostic version of the 'CopyTensorToImageRegion' function
 //
-template<class TImage>
-void CopyTensorToImageRegion(const tensorflow::Tensor & tensor, const typename TImage::RegionType & bufferRegion,
-                             typename TImage::Pointer outputPtr, const typename TImage::RegionType & region, int & channelOffset)
+template <class TImage>
+void
+CopyTensorToImageRegion(const tensorflow::Tensor &          tensor,
+                        const typename TImage::RegionType & bufferRegion,
+                        typename TImage::Pointer            outputPtr,
+                        const typename TImage::RegionType & region,
+                        int &                               channelOffset)
 {
   tensorflow::DataType dt = tensor.dtype();
   if (dt == tensorflow::DT_FLOAT)
@@ -248,20 +273,17 @@ void CopyTensorToImageRegion(const tensorflow::Tensor & tensor, const typename T
   else if (dt == tensorflow::DT_UINT8)
     CopyTensorToImageRegion<TImage, unsigned char>(tensor, bufferRegion, outputPtr, region, channelOffset);
   else
-    itkGenericExceptionMacro("TF DataType "<< dt << " not currently implemented !");
-
+    itkGenericExceptionMacro("TF DataType " << dt << " not currently implemented !");
 }
 
 //
 // Compare two string lowercase
 //
-bool iequals(const std::string& a, const std::string& b)
+bool
+iequals(const std::string & a, const std::string & b)
 {
-  return std::equal(a.begin(), a.end(),
-      b.begin(), b.end(),
-      [](char cha, char chb) {
-    return tolower(cha) == tolower(chb);
-  });
+  return std::equal(
+    a.begin(), a.end(), b.begin(), b.end(), [](char cha, char chb) { return tolower(cha) == tolower(chb); });
 }
 
 // Convert a value into a tensor
@@ -274,107 +296,117 @@ bool iequals(const std::string& a, const std::string& b)
 // e.g. "true", "0.2", "14", "(1.2, 4.2, 4)"
 //
 // TODO: we could add some other types (e.g. string)
-tensorflow::Tensor ValueToTensor(std::string value)
+tensorflow::Tensor
+ValueToTensor(std::string value)
 {
 
   std::vector<std::string> values;
-  
+
   // Check if value is a vector or a scalar
   const bool has_left = (value[0] == '(');
   const bool has_right = value[value.size() - 1] == ')';
-  
+
   // Check consistency
   bool is_vec = false;
   if (has_left || has_right)
   {
-	is_vec = true;
-	if (!has_left || !has_right)
-	  itkGenericExceptionMacro("Error parsing vector expression (missing parenthese ?)" << value);
+    is_vec = true;
+    if (!has_left || !has_right)
+      itkGenericExceptionMacro("Error parsing vector expression (missing parenthese ?)" << value);
   }
-  
+
   // Scalar --> Vector for generic processing
   if (!is_vec)
-	values.push_back(value);
+  {
+    values.push_back(value);
+  }
   else
   {
-	// Remove "(" and ")" chars
-	std::string trimmed_value = value.substr(1, value.size() - 2);
-	
-	// Split string into vector using "," delimiter
-	std::regex rgx("\\s*,\\s*");
-	std::sregex_token_iterator iter{trimmed_value.begin(), trimmed_value.end(), rgx, -1};
-	std::sregex_token_iterator end;
-	values = std::vector<std::string>({iter, end});
+    // Remove "(" and ")" chars
+    std::string trimmed_value = value.substr(1, value.size() - 2);
+
+    // Split string into vector using "," delimiter
+    std::regex                 rgx("\\s*,\\s*");
+    std::sregex_token_iterator iter{ trimmed_value.begin(), trimmed_value.end(), rgx, -1 };
+    std::sregex_token_iterator end;
+    values = std::vector<std::string>({ iter, end });
   }
-   
+
   // Find type
-  std::size_t found_dot = values[0].find(".") != std::string::npos;
-  std::size_t is_digit = values[0].find_first_not_of("0123456789.") == std::string::npos;
-  
+  bool has_dot = false;
+  bool is_digit = true;
+  for (auto & val : values)
+  {
+    has_dot = has_dot || val.find(".") != std::string::npos;
+    is_digit = is_digit && val.find_first_not_of("0123456789.") == std::string::npos;
+  }
+
   // Create tensor
   tensorflow::TensorShape shape({});
-  tensorflow::Tensor out(tensorflow::DT_BOOL, shape);
+  tensorflow::Tensor      out(tensorflow::DT_BOOL, shape);
   if (is_digit)
-	if (found_dot)
-	  out = tensorflow::Tensor(tensorflow::DT_FLOAT, shape);
-	else
-	  out = tensorflow::Tensor(tensorflow::DT_INT32, shape);
-	
+  {
+    if (has_dot)
+      out = tensorflow::Tensor(tensorflow::DT_FLOAT, shape);
+    else
+      out = tensorflow::Tensor(tensorflow::DT_INT32, shape);
+  }
+
   // Fill tensor
   unsigned int idx = 0;
-  for (auto& val: values)
+  for (auto & val : values)
   {
-	  
-	if (is_digit)
-	{
-	  if (found_dot)
-	  {
-		// FLOAT
-		try
-		{
-		  float val = std::stof(value);
-		  out.scalar<float>()(idx) = val;
-		}
-		catch(...)
-		{
-		  itkGenericExceptionMacro("Error parsing value " << value << " as float");
-		}
-	  }
-	  else
-	  {
-		// INT
-		try
-		{
-		  int val = std::stoi(value);
-		  out.scalar<int>()(idx) = val;
-		}
-		catch(...)
-		{
-		  itkGenericExceptionMacro("Error parsing value " << value << " as int");
-		}
-	  }
-	}
-	else
-	{
-	  // BOOL
-	  bool val = true;
-	  if (iequals(value, "true"))
-	  {
-		val = true;
-	  }
-	  else if (iequals(value, "false"))
-	  {
-		val = false;
-	  }
-	  else
-	  {
-		itkGenericExceptionMacro("Error parsing value " << value << " as bool");
-	  }
-	  out.scalar<bool>()(idx) = val;
-	}
-	idx++;
+
+    if (is_digit)
+    {
+      if (has_dot)
+      {
+        // FLOAT
+        try
+        {
+          float val = std::stof(val);
+          out.scalar<float>()(idx) = val;
+        }
+        catch (...)
+        {
+          itkGenericExceptionMacro("Error parsing value " << val << " as float");
+        }
+      }
+      else
+      {
+        // INT
+        try
+        {
+          int val = std::stoi(val);
+          out.scalar<int>()(idx) = val;
+        }
+        catch (...)
+        {
+          itkGenericExceptionMacro("Error parsing value " << val << " as int");
+        }
+      }
+    }
+    else
+    {
+      // BOOL
+      bool val = true;
+      if (iequals(val, "true"))
+      {
+        val = true;
+      }
+      else if (iequals(val, "false"))
+      {
+        val = false;
+      }
+      else
+      {
+        itkGenericExceptionMacro("Error parsing value " << val << " as bool");
+      }
+      out.scalar<bool>()(idx) = val;
+    }
+    idx++;
   }
-  
+
   return out;
 }
 
@@ -387,35 +419,33 @@ tensorflow::Tensor ValueToTensor(std::string value)
 // -vector of float
 //
 // e.g. is_training=true, droptout=0.2, nfeat=14, x=(1.2, 4.2, 4)
-std::pair<std::string, tensorflow::Tensor> ExpressionToTensor(std::string expression)
+std::pair<std::string, tensorflow::Tensor>
+ExpressionToTensor(std::string expression)
 {
   std::pair<std::string, tensorflow::Tensor> dict;
 
 
-    std::size_t found = expression.find("=");
-    if (found != std::string::npos)
-    {
-      // Find name and value
-      std::string name = expression.substr(0, found);
-      std::string value = expression.substr(found+1);
+  std::size_t found = expression.find("=");
+  if (found != std::string::npos)
+  {
+    // Find name and value
+    std::string name = expression.substr(0, found);
+    std::string value = expression.substr(found + 1);
 
-      dict.first = name;
+    dict.first = name;
 
-	  // Transform value into tensorflow::Tensor
-	  dict.second = ValueToTensor(value);
-	  
-    }
-    else
-    {
-      itkGenericExceptionMacro("The following expression is not valid: "
-          << "\n\t" << expression
-          << ".\nExpression must be in one of the following form:"
-		  << "\n- int32_value=1 \n- float_value=1.0 \n- bool_value=true."
-		  << "\n- float_vec=(1.0, 5.253, 2)");
-    }
-
-    return dict;
+    // Transform value into tensorflow::Tensor
+    dict.second = ValueToTensor(value);
+  }
+  else
+  {
+    itkGenericExceptionMacro("The following expression is not valid: "
+                             << "\n\t" << expression << ".\nExpression must be in one of the following form:"
+                             << "\n- int32_value=1 \n- float_value=1.0 \n- bool_value=true."
+                             << "\n- float_vec=(1.0, 5.253, 2)");
+  }
 
+  return dict;
 }
 
 } // end namespace tf
-- 
GitLab


From 169e63d973091dbe4bc566ffb6b8fac1f0f9d372 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Mon, 18 Oct 2021 20:49:12 +0200
Subject: [PATCH 157/281] FIX: bug in ValueToTensor()

---
 include/otbTensorflowCopyUtils.cxx | 14 ++++++--------
 1 file changed, 6 insertions(+), 8 deletions(-)

diff --git a/include/otbTensorflowCopyUtils.cxx b/include/otbTensorflowCopyUtils.cxx
index d5529685..d9a4b298 100644
--- a/include/otbTensorflowCopyUtils.cxx
+++ b/include/otbTensorflowCopyUtils.cxx
@@ -364,8 +364,7 @@ ValueToTensor(std::string value)
         // FLOAT
         try
         {
-          float val = std::stof(val);
-          out.scalar<float>()(idx) = val;
+          out.scalar<float>()(idx) = std::stof(val);
         }
         catch (...)
         {
@@ -377,8 +376,7 @@ ValueToTensor(std::string value)
         // INT
         try
         {
-          int val = std::stoi(val);
-          out.scalar<int>()(idx) = val;
+          out.scalar<int>()(idx) = std::stoi(val);
         }
         catch (...)
         {
@@ -389,20 +387,20 @@ ValueToTensor(std::string value)
     else
     {
       // BOOL
-      bool val = true;
+      bool ret = true;
       if (iequals(val, "true"))
       {
-        val = true;
+        ret = true;
       }
       else if (iequals(val, "false"))
       {
-        val = false;
+        ret = false;
       }
       else
       {
         itkGenericExceptionMacro("Error parsing value " << val << " as bool");
       }
-      out.scalar<bool>()(idx) = val;
+      out.scalar<bool>()(idx) = ret;
     }
     idx++;
   }
-- 
GitLab


From d30b698302ba37ac14661aa273c9e88b351a74f0 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Tue, 19 Oct 2021 15:27:20 +0200
Subject: [PATCH 158/281] ADD: unit tests for input vector

---
 test/CMakeLists.txt                  | 16 +++++++++++++
 test/otbTensorflowCopyUtilsTests.cxx | 34 ++++++++++++++++++++++++++++
 test/otbTensorflowTests.cxx          | 25 ++++++++++++++++++++
 3 files changed, 75 insertions(+)
 create mode 100644 test/otbTensorflowCopyUtilsTests.cxx
 create mode 100644 test/otbTensorflowTests.cxx

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index f255dcb9..94841327 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -1,5 +1,21 @@
 otb_module_test()
 
+# Unit tests
+set(${otb-module}Tests 
+  otbTensorflowTests.cxx
+  otbTensorflowCopyUtilsTests.cxx)
+add_executable(otbTensorflowTests ${${otb-module}Tests})
+target_link_libraries(otbTensorflowTests ${${otb-module}-Test_LIBRARIES}  ${TENSORFLOW_LIBS})
+otb_module_target_label(otbTensorflowTests)
+
+# CopyUtilsTests
+otb_add_test(NAME floatValueToTensorTest COMMAND otbTensorflowTests floatValueToTensorTest)
+#otb_add_test(NAME intValueToTensorTest COMMAND otbTensorflowTests intValueToTensorTest)
+#otb_add_test(NAME boolValueToTensorTest COMMAND otbTensorflowTests boolValueToTensorTest)
+#otb_add_test(NAME floatVecValueToTensorTest COMMAND otbTensorflowTests floatVecValueToTensorTest)
+#otb_add_test(NAME intVecValueToTensorTest COMMAND otbTensorflowTests intVecValueToTensorTest)
+#otb_add_test(NAME boolVecValueToTensorTest COMMAND otbTensorflowTests boolVecValueToTensorTest)
+
 # Directories
 set(DATADIR ${CMAKE_CURRENT_SOURCE_DIR}/data)
 set(MODELSDIR ${CMAKE_CURRENT_SOURCE_DIR}/models)
diff --git a/test/otbTensorflowCopyUtilsTests.cxx b/test/otbTensorflowCopyUtilsTests.cxx
new file mode 100644
index 00000000..d6636858
--- /dev/null
+++ b/test/otbTensorflowCopyUtilsTests.cxx
@@ -0,0 +1,34 @@
+/*=========================================================================
+
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
+
+
+     This software is distributed WITHOUT ANY WARRANTY; without even
+     the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR
+     PURPOSE.  See the above copyright notices for more information.
+
+=========================================================================*/
+
+#include "otbTensorflowCopyUtils.h"
+#include "itkMacro.h"
+
+int compare(tensorflow::Tensor & t1, tensorflow::Tensor & t2)
+{
+  if (t1.dims() != t2.dims())
+    return false;
+  if (t1.dtype() != t2.dtype())
+    return false;
+  if (t1.NumElements() != t2.NumElements())
+    return EXIT_FAILURE;
+  return EXIT_SUCCESS;
+}
+
+int floatValueToTensorTest(int itkNotUsed(argc), char * itkNotUsed(argv)[])
+{
+  tensorflow::Tensor float_tensor = otb::tf::ValueToTensor("0.1234");
+  tensorflow::Tensor float_tensor_ref(tensorflow::DT_BOOL, tensorflow::TensorShape({}));
+  float_tensor_ref.scalar<float>()() = 0.1234;
+
+  return compare(float_tensor, float_tensor_ref);
+}
diff --git a/test/otbTensorflowTests.cxx b/test/otbTensorflowTests.cxx
new file mode 100644
index 00000000..94934585
--- /dev/null
+++ b/test/otbTensorflowTests.cxx
@@ -0,0 +1,25 @@
+/*=========================================================================
+
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
+
+
+     This software is distributed WITHOUT ANY WARRANTY; without even
+     the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR
+     PURPOSE.  See the above copyright notices for more information.
+
+=========================================================================*/
+
+#include "otbTestMain.h"
+
+void RegisterTests()
+{
+  REGISTER_TEST(floatValueToTensorTest);
+//  REGISTER_TEST(intValueToTensorTest);
+//  REGISTER_TEST(boolValueToTensorTest);
+//  REGISTER_TEST(floatVecValueToTensorTest);
+//  REGISTER_TEST(intVecValueToTensorTest);
+//  REGISTER_TEST(boolVecValueToTensorTest);
+}
+
+
-- 
GitLab


From d2875a36f1ea591b0870472a3b597ccdeaaa03eb Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Tue, 19 Oct 2021 15:33:34 +0200
Subject: [PATCH 159/281] ADD: unit tests for input vector

---
 test/CMakeLists.txt | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index 94841327..7f0a36b3 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -3,8 +3,11 @@ otb_module_test()
 # Unit tests
 set(${otb-module}Tests 
   otbTensorflowTests.cxx
-  otbTensorflowCopyUtilsTests.cxx)
+  otbTensorflowCopyUtilsTests.cxx
+  ${${otb-module}_SYSTEM_INCLUDE_DIRS}
+  ${tensorflow_include_dir})
 add_executable(otbTensorflowTests ${${otb-module}Tests})
+
 target_link_libraries(otbTensorflowTests ${${otb-module}-Test_LIBRARIES}  ${TENSORFLOW_LIBS})
 otb_module_target_label(otbTensorflowTests)
 
-- 
GitLab


From 4b4ea043b3fe2ca9d7e153c079a66f4b604ad4cc Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Tue, 19 Oct 2021 15:41:42 +0200
Subject: [PATCH 160/281] ADD: unit tests for input vector

---
 test/CMakeLists.txt | 1 +
 1 file changed, 1 insertion(+)

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index 7f0a36b3..135ddd8e 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -6,6 +6,7 @@ set(${otb-module}Tests
   otbTensorflowCopyUtilsTests.cxx
   ${${otb-module}_SYSTEM_INCLUDE_DIRS}
   ${tensorflow_include_dir})
+include_directories(${tensorflow_include_dir})
 add_executable(otbTensorflowTests ${${otb-module}Tests})
 
 target_link_libraries(otbTensorflowTests ${${otb-module}-Test_LIBRARIES}  ${TENSORFLOW_LIBS})
-- 
GitLab


From be8ad38911543441a938f28044bcbc14cfd6bc10 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Tue, 19 Oct 2021 15:44:15 +0200
Subject: [PATCH 161/281] ADD: unit tests for input vector

---
 test/CMakeLists.txt | 9 ++++-----
 1 file changed, 4 insertions(+), 5 deletions(-)

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index 135ddd8e..3594d818 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -3,13 +3,12 @@ otb_module_test()
 # Unit tests
 set(${otb-module}Tests 
   otbTensorflowTests.cxx
-  otbTensorflowCopyUtilsTests.cxx
-  ${${otb-module}_SYSTEM_INCLUDE_DIRS}
-  ${tensorflow_include_dir})
-include_directories(${tensorflow_include_dir})
+  otbTensorflowCopyUtilsTests.cxx)
+
 add_executable(otbTensorflowTests ${${otb-module}Tests})
 
-target_link_libraries(otbTensorflowTests ${${otb-module}-Test_LIBRARIES}  ${TENSORFLOW_LIBS})
+target_include_directories(otbTensorflowTests PRIVATE ${tensorflow_include_dir})
+target_link_libraries(otbTensorflowTests ${${otb-module}-Test_LIBRARIES} ${TENSORFLOW_LIBS})
 otb_module_target_label(otbTensorflowTests)
 
 # CopyUtilsTests
-- 
GitLab


From 41757621078f51df7de9151dbcdc162db3ae1f01 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Tue, 19 Oct 2021 17:43:33 +0200
Subject: [PATCH 162/281] ADD: unit tests for input vector

---
 test/CMakeLists.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index 3594d818..b532b241 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -8,7 +8,7 @@ set(${otb-module}Tests
 add_executable(otbTensorflowTests ${${otb-module}Tests})
 
 target_include_directories(otbTensorflowTests PRIVATE ${tensorflow_include_dir})
-target_link_libraries(otbTensorflowTests ${${otb-module}-Test_LIBRARIES} ${TENSORFLOW_LIBS})
+target_link_libraries(otbTensorflowTests ${${otb-module}-Test_LIBRARIES} ${${otb-module}_LIBRARIES} ${TENSORFLOW_LIBS})
 otb_module_target_label(otbTensorflowTests)
 
 # CopyUtilsTests
-- 
GitLab


From 2a20d252c1282143f937955df8af19ca8b15b05c Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Tue, 19 Oct 2021 17:50:44 +0200
Subject: [PATCH 163/281] ADD: unit tests for input vector

---
 test/otbTensorflowCopyUtilsTests.cxx | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/test/otbTensorflowCopyUtilsTests.cxx b/test/otbTensorflowCopyUtilsTests.cxx
index d6636858..f494ca51 100644
--- a/test/otbTensorflowCopyUtilsTests.cxx
+++ b/test/otbTensorflowCopyUtilsTests.cxx
@@ -11,6 +11,8 @@
 =========================================================================*/
 
 #include "otbTensorflowCopyUtils.h"
+#include "tensorflow/core/framework/tensor.h"
+#include "tensorflow/core/framework/tensor_shape.h"
 #include "itkMacro.h"
 
 int compare(tensorflow::Tensor & t1, tensorflow::Tensor & t2)
-- 
GitLab


From 5d0ba3e5b52558df16d3071b5221770610b0cf7d Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Tue, 19 Oct 2021 17:53:48 +0200
Subject: [PATCH 164/281] ADD: unit tests for input vector

---
 test/CMakeLists.txt                  | 2 ++
 test/otbTensorflowCopyUtilsTests.cxx | 7 +++++--
 2 files changed, 7 insertions(+), 2 deletions(-)

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index b532b241..2b42e5c0 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -9,6 +9,8 @@ add_executable(otbTensorflowTests ${${otb-module}Tests})
 
 target_include_directories(otbTensorflowTests PRIVATE ${tensorflow_include_dir})
 target_link_libraries(otbTensorflowTests ${${otb-module}-Test_LIBRARIES} ${${otb-module}_LIBRARIES} ${TENSORFLOW_LIBS})
+message("TENSORFLOW_LIBS:")
+message(${TENSORFLOW_LIBS})
 otb_module_target_label(otbTensorflowTests)
 
 # CopyUtilsTests
diff --git a/test/otbTensorflowCopyUtilsTests.cxx b/test/otbTensorflowCopyUtilsTests.cxx
index f494ca51..1697c9ab 100644
--- a/test/otbTensorflowCopyUtilsTests.cxx
+++ b/test/otbTensorflowCopyUtilsTests.cxx
@@ -18,11 +18,14 @@
 int compare(tensorflow::Tensor & t1, tensorflow::Tensor & t2)
 {
   if (t1.dims() != t2.dims())
-    return false;
+    return EXIT_FAILURE;
   if (t1.dtype() != t2.dtype())
-    return false;
+    return EXIT_FAILURE;
   if (t1.NumElements() != t2.NumElements())
     return EXIT_FAILURE;
+  for (unsigned int i = 0; i < t1.NumElements(); i++)
+    if (t1.scalar<float>()(i) != t2.scalar<float>()(i))
+      return EXIT_FAILURE;
   return EXIT_SUCCESS;
 }
 
-- 
GitLab


From 95c439834599630a12e8d97c590f0ef739708978 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Tue, 19 Oct 2021 17:55:17 +0200
Subject: [PATCH 165/281] ADD: unit tests for input vector

---
 test/CMakeLists.txt | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index 2b42e5c0..72fd52cb 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -9,8 +9,7 @@ add_executable(otbTensorflowTests ${${otb-module}Tests})
 
 target_include_directories(otbTensorflowTests PRIVATE ${tensorflow_include_dir})
 target_link_libraries(otbTensorflowTests ${${otb-module}-Test_LIBRARIES} ${${otb-module}_LIBRARIES} ${TENSORFLOW_LIBS})
-message("TENSORFLOW_LIBS:")
-message(${TENSORFLOW_LIBS})
+message("TENSORFLOW_LIBS: " ${TENSORFLOW_LIBS})
 otb_module_target_label(otbTensorflowTests)
 
 # CopyUtilsTests
-- 
GitLab


From fcd91d9cf7489b04178cddfd30c63245b8526aac Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Tue, 19 Oct 2021 17:58:32 +0200
Subject: [PATCH 166/281] ADD: unit tests for input vector

---
 test/CMakeLists.txt | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index 72fd52cb..7f61d946 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -10,6 +10,9 @@ add_executable(otbTensorflowTests ${${otb-module}Tests})
 target_include_directories(otbTensorflowTests PRIVATE ${tensorflow_include_dir})
 target_link_libraries(otbTensorflowTests ${${otb-module}-Test_LIBRARIES} ${${otb-module}_LIBRARIES} ${TENSORFLOW_LIBS})
 message("TENSORFLOW_LIBS: " ${TENSORFLOW_LIBS})
+message("tensorflow_include_dir: " ${tensorflow_include_dir})
+message("{otb-module}_LIBRARIES: " ${${otb-module}_LIBRARIES})
+_todelete_stop
 otb_module_target_label(otbTensorflowTests)
 
 # CopyUtilsTests
-- 
GitLab


From 90f164651c17ab78b3659e7cdda14f0ca02d9ab7 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Tue, 19 Oct 2021 17:58:42 +0200
Subject: [PATCH 167/281] ADD: unit tests for input vector

---
 test/CMakeLists.txt | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index 7f61d946..14ae557b 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -12,6 +12,8 @@ target_link_libraries(otbTensorflowTests ${${otb-module}-Test_LIBRARIES} ${${otb
 message("TENSORFLOW_LIBS: " ${TENSORFLOW_LIBS})
 message("tensorflow_include_dir: " ${tensorflow_include_dir})
 message("{otb-module}_LIBRARIES: " ${${otb-module}_LIBRARIES})
+message("TENSORFLOW_CC_LIB" ${TENSORFLOW_CC_LIB})
+
 _todelete_stop
 otb_module_target_label(otbTensorflowTests)
 
-- 
GitLab


From 3742daceb6c8823ad5ef41e7374f6fba62777496 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Tue, 19 Oct 2021 18:09:09 +0200
Subject: [PATCH 168/281] ADD: unit tests for input vector

---
 test/CMakeLists.txt | 2 --
 1 file changed, 2 deletions(-)

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index 14ae557b..e6fda3f4 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -13,8 +13,6 @@ message("TENSORFLOW_LIBS: " ${TENSORFLOW_LIBS})
 message("tensorflow_include_dir: " ${tensorflow_include_dir})
 message("{otb-module}_LIBRARIES: " ${${otb-module}_LIBRARIES})
 message("TENSORFLOW_CC_LIB" ${TENSORFLOW_CC_LIB})
-
-_todelete_stop
 otb_module_target_label(otbTensorflowTests)
 
 # CopyUtilsTests
-- 
GitLab


From 0a492a373ebe4dd8e402179bec941baff40cc586 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Tue, 19 Oct 2021 18:11:42 +0200
Subject: [PATCH 169/281] ADD: unit tests for input vector

---
 test/CMakeLists.txt | 6 +-----
 1 file changed, 1 insertion(+), 5 deletions(-)

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index e6fda3f4..acc18834 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -8,11 +8,7 @@ set(${otb-module}Tests
 add_executable(otbTensorflowTests ${${otb-module}Tests})
 
 target_include_directories(otbTensorflowTests PRIVATE ${tensorflow_include_dir})
-target_link_libraries(otbTensorflowTests ${${otb-module}-Test_LIBRARIES} ${${otb-module}_LIBRARIES} ${TENSORFLOW_LIBS})
-message("TENSORFLOW_LIBS: " ${TENSORFLOW_LIBS})
-message("tensorflow_include_dir: " ${tensorflow_include_dir})
-message("{otb-module}_LIBRARIES: " ${${otb-module}_LIBRARIES})
-message("TENSORFLOW_CC_LIB" ${TENSORFLOW_CC_LIB})
+target_link_libraries(otbTensorflowTests ${${otb-module}-Test_LIBRARIES} ${TENSORFLOW_CC_LIB} ${TENSORFLOW_FRAMEWORK_LIB})
 otb_module_target_label(otbTensorflowTests)
 
 # CopyUtilsTests
-- 
GitLab


From f82e152f0b03cb0d36e61486607d3a53415a996d Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Tue, 19 Oct 2021 18:43:58 +0200
Subject: [PATCH 170/281] ADD: unit tests for input vector

---
 test/otbTensorflowCopyUtilsTests.cxx | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/test/otbTensorflowCopyUtilsTests.cxx b/test/otbTensorflowCopyUtilsTests.cxx
index 1697c9ab..5211ab1a 100644
--- a/test/otbTensorflowCopyUtilsTests.cxx
+++ b/test/otbTensorflowCopyUtilsTests.cxx
@@ -17,15 +17,29 @@
 
 int compare(tensorflow::Tensor & t1, tensorflow::Tensor & t2)
 {
+  std::cout << "Compare " << t1 << " and " << t2 << std::endl;
   if (t1.dims() != t2.dims())
+    {
+    std::cout << "dims() differ!" << std::endl;
     return EXIT_FAILURE;
+    }
   if (t1.dtype() != t2.dtype())
+    {
+    std::cout << "dtype() differ!" << std::endl;
     return EXIT_FAILURE;
+    }
   if (t1.NumElements() != t2.NumElements())
+    {
+    std::cout << "NumElements() differ!" << std::endl;
     return EXIT_FAILURE;
+    }
   for (unsigned int i = 0; i < t1.NumElements(); i++)
     if (t1.scalar<float>()(i) != t2.scalar<float>()(i))
+      {
+      std::cout << "scalar " << i << " differ!" << std::endl;
       return EXIT_FAILURE;
+      }
+  std::cout << "Tensors are equals :)" << std::endl;
   return EXIT_SUCCESS;
 }
 
-- 
GitLab


From 2580e7b08de74c01069ce87afefdc0f99cb004ba Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Tue, 19 Oct 2021 19:38:25 +0200
Subject: [PATCH 171/281] ADD: unit tests for input vector

---
 test/otbTensorflowCopyUtilsTests.cxx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/test/otbTensorflowCopyUtilsTests.cxx b/test/otbTensorflowCopyUtilsTests.cxx
index 5211ab1a..e1fe6801 100644
--- a/test/otbTensorflowCopyUtilsTests.cxx
+++ b/test/otbTensorflowCopyUtilsTests.cxx
@@ -17,7 +17,7 @@
 
 int compare(tensorflow::Tensor & t1, tensorflow::Tensor & t2)
 {
-  std::cout << "Compare " << t1 << " and " << t2 << std::endl;
+  std::cout << "Compare " << t1.DebugString() << " and " << t2.DebugString() << std::endl;
   if (t1.dims() != t2.dims())
     {
     std::cout << "dims() differ!" << std::endl;
-- 
GitLab


From 71619e30f94dcf4bf7219994e2396cc8d16e3a86 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Tue, 19 Oct 2021 19:42:34 +0200
Subject: [PATCH 172/281] ADD: unit tests for input vector

---
 test/otbTensorflowCopyUtilsTests.cxx | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/test/otbTensorflowCopyUtilsTests.cxx b/test/otbTensorflowCopyUtilsTests.cxx
index e1fe6801..dd3c6bc5 100644
--- a/test/otbTensorflowCopyUtilsTests.cxx
+++ b/test/otbTensorflowCopyUtilsTests.cxx
@@ -39,6 +39,7 @@ int compare(tensorflow::Tensor & t1, tensorflow::Tensor & t2)
       std::cout << "scalar " << i << " differ!" << std::endl;
       return EXIT_FAILURE;
       }
+  // Else
   std::cout << "Tensors are equals :)" << std::endl;
   return EXIT_SUCCESS;
 }
@@ -46,7 +47,7 @@ int compare(tensorflow::Tensor & t1, tensorflow::Tensor & t2)
 int floatValueToTensorTest(int itkNotUsed(argc), char * itkNotUsed(argv)[])
 {
   tensorflow::Tensor float_tensor = otb::tf::ValueToTensor("0.1234");
-  tensorflow::Tensor float_tensor_ref(tensorflow::DT_BOOL, tensorflow::TensorShape({}));
+  tensorflow::Tensor float_tensor_ref(tensorflow::DT_FLOAT, tensorflow::TensorShape({}));
   float_tensor_ref.scalar<float>()() = 0.1234;
 
   return compare(float_tensor, float_tensor_ref);
-- 
GitLab


From 9594f731f85c354124382556072f73f1fbf4da35 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Tue, 19 Oct 2021 20:28:35 +0200
Subject: [PATCH 173/281] ADD: unit tests for input vector

---
 test/otbTensorflowCopyUtilsTests.cxx | 17 ++++++++++++-----
 1 file changed, 12 insertions(+), 5 deletions(-)

diff --git a/test/otbTensorflowCopyUtilsTests.cxx b/test/otbTensorflowCopyUtilsTests.cxx
index dd3c6bc5..5b3a02d0 100644
--- a/test/otbTensorflowCopyUtilsTests.cxx
+++ b/test/otbTensorflowCopyUtilsTests.cxx
@@ -44,11 +44,18 @@ int compare(tensorflow::Tensor & t1, tensorflow::Tensor & t2)
   return EXIT_SUCCESS;
 }
 
-int floatValueToTensorTest(int itkNotUsed(argc), char * itkNotUsed(argv)[])
+template<typename T>
+int genericValueToTensorTest(tensorflow::DataType & dt, std::string & expr, T & value)
 {
-  tensorflow::Tensor float_tensor = otb::tf::ValueToTensor("0.1234");
-  tensorflow::Tensor float_tensor_ref(tensorflow::DT_FLOAT, tensorflow::TensorShape({}));
-  float_tensor_ref.scalar<float>()() = 0.1234;
+  tensorflow::Tensor t = otb::tf::ValueToTensor(expr);
+  tensorflow::Tensor t_ref(dt, tensorflow::TensorShape({}));
+  t_ref.scalar<T>()() = value;
+
+  return compare(t, t_ref);
+}
 
-  return compare(float_tensor, float_tensor_ref);
+int floatValueToTensorTest(int itkNotUsed(argc), char * itkNotUsed(argv)[])
+{
+  return genericValueToTensorTest<float>(tensorflow::DT_FLOAT, "0.1234", 0.1234);
 }
+
-- 
GitLab


From 261927fb2eea790fe29ce46f4fa9c9c7044a1e15 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Tue, 19 Oct 2021 20:34:30 +0200
Subject: [PATCH 174/281] ADD: unit tests for input vector

---
 test/otbTensorflowCopyUtilsTests.cxx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/test/otbTensorflowCopyUtilsTests.cxx b/test/otbTensorflowCopyUtilsTests.cxx
index 5b3a02d0..89283d5e 100644
--- a/test/otbTensorflowCopyUtilsTests.cxx
+++ b/test/otbTensorflowCopyUtilsTests.cxx
@@ -45,7 +45,7 @@ int compare(tensorflow::Tensor & t1, tensorflow::Tensor & t2)
 }
 
 template<typename T>
-int genericValueToTensorTest(tensorflow::DataType & dt, std::string & expr, T & value)
+int genericValueToTensorTest(tensorflow::DataType dt, std::string & expr, T & value)
 {
   tensorflow::Tensor t = otb::tf::ValueToTensor(expr);
   tensorflow::Tensor t_ref(dt, tensorflow::TensorShape({}));
-- 
GitLab


From 6be5c4d775ae870268e7eed079171ee715f7f310 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Tue, 19 Oct 2021 20:38:43 +0200
Subject: [PATCH 175/281] ADD: unit tests for input vector

---
 test/otbTensorflowCopyUtilsTests.cxx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/test/otbTensorflowCopyUtilsTests.cxx b/test/otbTensorflowCopyUtilsTests.cxx
index 89283d5e..062a36fe 100644
--- a/test/otbTensorflowCopyUtilsTests.cxx
+++ b/test/otbTensorflowCopyUtilsTests.cxx
@@ -45,7 +45,7 @@ int compare(tensorflow::Tensor & t1, tensorflow::Tensor & t2)
 }
 
 template<typename T>
-int genericValueToTensorTest(tensorflow::DataType dt, std::string & expr, T & value)
+int genericValueToTensorTest(tensorflow::DataType dt, std::string expr, T value)
 {
   tensorflow::Tensor t = otb::tf::ValueToTensor(expr);
   tensorflow::Tensor t_ref(dt, tensorflow::TensorShape({}));
-- 
GitLab


From bc7142396251eec7adb2378f3725d8dd7366852e Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Tue, 19 Oct 2021 20:50:53 +0200
Subject: [PATCH 176/281] ADD: unit tests for input vector

---
 test/CMakeLists.txt                  |  4 ++--
 test/otbTensorflowCopyUtilsTests.cxx | 22 +++++++++++++++++++---
 test/otbTensorflowTests.cxx          |  4 ++--
 3 files changed, 23 insertions(+), 7 deletions(-)

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index acc18834..d449434a 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -13,8 +13,8 @@ otb_module_target_label(otbTensorflowTests)
 
 # CopyUtilsTests
 otb_add_test(NAME floatValueToTensorTest COMMAND otbTensorflowTests floatValueToTensorTest)
-#otb_add_test(NAME intValueToTensorTest COMMAND otbTensorflowTests intValueToTensorTest)
-#otb_add_test(NAME boolValueToTensorTest COMMAND otbTensorflowTests boolValueToTensorTest)
+otb_add_test(NAME intValueToTensorTest COMMAND otbTensorflowTests intValueToTensorTest)
+otb_add_test(NAME boolValueToTensorTest COMMAND otbTensorflowTests boolValueToTensorTest)
 #otb_add_test(NAME floatVecValueToTensorTest COMMAND otbTensorflowTests floatVecValueToTensorTest)
 #otb_add_test(NAME intVecValueToTensorTest COMMAND otbTensorflowTests intVecValueToTensorTest)
 #otb_add_test(NAME boolVecValueToTensorTest COMMAND otbTensorflowTests boolVecValueToTensorTest)
diff --git a/test/otbTensorflowCopyUtilsTests.cxx b/test/otbTensorflowCopyUtilsTests.cxx
index 062a36fe..64fc1d4d 100644
--- a/test/otbTensorflowCopyUtilsTests.cxx
+++ b/test/otbTensorflowCopyUtilsTests.cxx
@@ -15,6 +15,7 @@
 #include "tensorflow/core/framework/tensor_shape.h"
 #include "itkMacro.h"
 
+template<typename T>
 int compare(tensorflow::Tensor & t1, tensorflow::Tensor & t2)
 {
   std::cout << "Compare " << t1.DebugString() << " and " << t2.DebugString() << std::endl;
@@ -34,7 +35,7 @@ int compare(tensorflow::Tensor & t1, tensorflow::Tensor & t2)
     return EXIT_FAILURE;
     }
   for (unsigned int i = 0; i < t1.NumElements(); i++)
-    if (t1.scalar<float>()(i) != t2.scalar<float>()(i))
+    if (t1.scalar<T>()(i) != t2.scalar<T>()(i))
       {
       std::cout << "scalar " << i << " differ!" << std::endl;
       return EXIT_FAILURE;
@@ -51,11 +52,26 @@ int genericValueToTensorTest(tensorflow::DataType dt, std::string expr, T value)
   tensorflow::Tensor t_ref(dt, tensorflow::TensorShape({}));
   t_ref.scalar<T>()() = value;
 
-  return compare(t, t_ref);
+  return compare<T>(t, t_ref);
 }
 
 int floatValueToTensorTest(int itkNotUsed(argc), char * itkNotUsed(argv)[])
 {
-  return genericValueToTensorTest<float>(tensorflow::DT_FLOAT, "0.1234", 0.1234);
+  return genericValueToTensorTest<float>(tensorflow::DT_FLOAT, "0.1234", 0.1234)
+      && genericValueToTensorTest<float>(tensorflow::DT_FLOAT, "-0.1234", -0.1234) ;
+}
+
+int intValueToTensorTest(int itkNotUsed(argc), char * itkNotUsed(argv)[])
+{
+  return genericValueToTensorTest<int>(tensorflow::DT_INT32, "1234", 1234)
+      && genericValueToTensorTest<int>(tensorflow::DT_INT32, "-1234", -1234);
+}
+
+int boolValueToTensorTest(int itkNotUsed(argc), char * itkNotUsed(argv)[])
+{
+  return genericValueToTensorTest<bool>(tensorflow::DT_BOOL, "true", true)
+      && genericValueToTensorTest<bool>(tensorflow::DT_BOOL, "True", true)
+      && genericValueToTensorTest<bool>(tensorflow::DT_BOOL, "False", false)
+      && genericValueToTensorTest<bool>(tensorflow::DT_BOOL, "false", false);
 }
 
diff --git a/test/otbTensorflowTests.cxx b/test/otbTensorflowTests.cxx
index 94934585..669ea244 100644
--- a/test/otbTensorflowTests.cxx
+++ b/test/otbTensorflowTests.cxx
@@ -15,8 +15,8 @@
 void RegisterTests()
 {
   REGISTER_TEST(floatValueToTensorTest);
-//  REGISTER_TEST(intValueToTensorTest);
-//  REGISTER_TEST(boolValueToTensorTest);
+  REGISTER_TEST(intValueToTensorTest);
+  REGISTER_TEST(boolValueToTensorTest);
 //  REGISTER_TEST(floatVecValueToTensorTest);
 //  REGISTER_TEST(intVecValueToTensorTest);
 //  REGISTER_TEST(boolVecValueToTensorTest);
-- 
GitLab


From 111c02943c970fa5682153800d799bbec524cf07 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Tue, 19 Oct 2021 21:34:48 +0200
Subject: [PATCH 177/281] ADD: unit tests for input vector

---
 test/CMakeLists.txt                  |  6 +++---
 test/otbTensorflowCopyUtilsTests.cxx | 31 ++++++++++++++++++++++++++++
 test/otbTensorflowTests.cxx          |  6 +++---
 3 files changed, 37 insertions(+), 6 deletions(-)

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index d449434a..f7716a13 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -15,9 +15,9 @@ otb_module_target_label(otbTensorflowTests)
 otb_add_test(NAME floatValueToTensorTest COMMAND otbTensorflowTests floatValueToTensorTest)
 otb_add_test(NAME intValueToTensorTest COMMAND otbTensorflowTests intValueToTensorTest)
 otb_add_test(NAME boolValueToTensorTest COMMAND otbTensorflowTests boolValueToTensorTest)
-#otb_add_test(NAME floatVecValueToTensorTest COMMAND otbTensorflowTests floatVecValueToTensorTest)
-#otb_add_test(NAME intVecValueToTensorTest COMMAND otbTensorflowTests intVecValueToTensorTest)
-#otb_add_test(NAME boolVecValueToTensorTest COMMAND otbTensorflowTests boolVecValueToTensorTest)
+otb_add_test(NAME floatVecValueToTensorTest COMMAND otbTensorflowTests floatVecValueToTensorTest)
+otb_add_test(NAME intVecValueToTensorTest COMMAND otbTensorflowTests intVecValueToTensorTest)
+otb_add_test(NAME boolVecValueToTensorTest COMMAND otbTensorflowTests boolVecValueToTensorTest)
 
 # Directories
 set(DATADIR ${CMAKE_CURRENT_SOURCE_DIR}/data)
diff --git a/test/otbTensorflowCopyUtilsTests.cxx b/test/otbTensorflowCopyUtilsTests.cxx
index 64fc1d4d..54036fcb 100644
--- a/test/otbTensorflowCopyUtilsTests.cxx
+++ b/test/otbTensorflowCopyUtilsTests.cxx
@@ -75,3 +75,34 @@ int boolValueToTensorTest(int itkNotUsed(argc), char * itkNotUsed(argv)[])
       && genericValueToTensorTest<bool>(tensorflow::DT_BOOL, "false", false);
 }
 
+template<typename T>
+int genericVecValueToTensorTest(tensorflow::DataType dt, std::string expr, std::vector<T> values)
+{
+  tensorflow::Tensor t = otb::tf::ValueToTensor(expr);
+  tensorflow::Tensor t_ref(dt, tensorflow::TensorShape({}));
+  unsigned int i = 0;
+  for (auto& value: values)
+    {
+    t_ref.scalar<T>()(i) = value;
+    i++;
+    }
+
+  return compare<T>(t, t_ref);
+}
+
+int floatVecValueToTensorTest(int itkNotUsed(argc), char * itkNotUsed(argv)[])
+{
+  return genericVecValueToTensorTest<float>(tensorflow::DT_FLOAT, "(0.1234, -1,-20,2.56 ,3.5)", std::vector<float>({0.1234, -1, -20, 2.56 ,3.5}));
+}
+
+int intVecValueToTensorTest(int itkNotUsed(argc), char * itkNotUsed(argv)[])
+{
+  return genericVecValueToTensorTest<int>(tensorflow::DT_INT32, "(1234, -1,-20,256 ,35)", std::vector<int>({1234, -1, -20, 256 ,35}));
+}
+
+int boolVecValueToTensorTest(int itkNotUsed(argc), char * itkNotUsed(argv)[])
+{
+  return genericVecValueToTensorTest<bool>(tensorflow::DT_BOOL, "(true, false,True, False", std::vector<bool>({true, false, true, false}));
+}
+
+
diff --git a/test/otbTensorflowTests.cxx b/test/otbTensorflowTests.cxx
index 669ea244..135e0474 100644
--- a/test/otbTensorflowTests.cxx
+++ b/test/otbTensorflowTests.cxx
@@ -17,9 +17,9 @@ void RegisterTests()
   REGISTER_TEST(floatValueToTensorTest);
   REGISTER_TEST(intValueToTensorTest);
   REGISTER_TEST(boolValueToTensorTest);
-//  REGISTER_TEST(floatVecValueToTensorTest);
-//  REGISTER_TEST(intVecValueToTensorTest);
-//  REGISTER_TEST(boolVecValueToTensorTest);
+  REGISTER_TEST(floatVecValueToTensorTest);
+  REGISTER_TEST(intVecValueToTensorTest);
+  REGISTER_TEST(boolVecValueToTensorTest);
 }
 
 
-- 
GitLab


From 3c449f76f71c3aac77d4ef96157450d3f0a24fa9 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Tue, 19 Oct 2021 21:44:30 +0200
Subject: [PATCH 178/281] ADD: unit tests for input vector

---
 test/otbTensorflowCopyUtilsTests.cxx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/test/otbTensorflowCopyUtilsTests.cxx b/test/otbTensorflowCopyUtilsTests.cxx
index 54036fcb..99003fe1 100644
--- a/test/otbTensorflowCopyUtilsTests.cxx
+++ b/test/otbTensorflowCopyUtilsTests.cxx
@@ -81,7 +81,7 @@ int genericVecValueToTensorTest(tensorflow::DataType dt, std::string expr, std::
   tensorflow::Tensor t = otb::tf::ValueToTensor(expr);
   tensorflow::Tensor t_ref(dt, tensorflow::TensorShape({}));
   unsigned int i = 0;
-  for (auto& value: values)
+  for (auto value: values)
     {
     t_ref.scalar<T>()(i) = value;
     i++;
-- 
GitLab


From 41bd4fc21db49296603f1444c51edf86a682dbf0 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 20 Oct 2021 09:39:52 +0200
Subject: [PATCH 179/281] ADD: quote expression in exception msg

---
 include/otbTensorflowCopyUtils.cxx | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/include/otbTensorflowCopyUtils.cxx b/include/otbTensorflowCopyUtils.cxx
index d9a4b298..e1aa3768 100644
--- a/include/otbTensorflowCopyUtils.cxx
+++ b/include/otbTensorflowCopyUtils.cxx
@@ -368,7 +368,7 @@ ValueToTensor(std::string value)
         }
         catch (...)
         {
-          itkGenericExceptionMacro("Error parsing value " << val << " as float");
+          itkGenericExceptionMacro("Error parsing value \"" << val << "\" as float");
         }
       }
       else
@@ -380,7 +380,7 @@ ValueToTensor(std::string value)
         }
         catch (...)
         {
-          itkGenericExceptionMacro("Error parsing value " << val << " as int");
+          itkGenericExceptionMacro("Error parsing value \"" << val << "\" as int");
         }
       }
     }
@@ -398,7 +398,7 @@ ValueToTensor(std::string value)
       }
       else
       {
-        itkGenericExceptionMacro("Error parsing value " << val << " as bool");
+        itkGenericExceptionMacro("Error parsing value \"" << val << "\" as bool");
       }
       out.scalar<bool>()(idx) = ret;
     }
-- 
GitLab


From 163c50cfcf2a2748130899adbe478c224ecbcca2 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 20 Oct 2021 10:08:20 +0200
Subject: [PATCH 180/281] FIX: negative numbers parsing

---
 include/otbTensorflowCopyUtils.cxx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/include/otbTensorflowCopyUtils.cxx b/include/otbTensorflowCopyUtils.cxx
index e1aa3768..7b3cb969 100644
--- a/include/otbTensorflowCopyUtils.cxx
+++ b/include/otbTensorflowCopyUtils.cxx
@@ -338,7 +338,7 @@ ValueToTensor(std::string value)
   for (auto & val : values)
   {
     has_dot = has_dot || val.find(".") != std::string::npos;
-    is_digit = is_digit && val.find_first_not_of("0123456789.") == std::string::npos;
+    is_digit = is_digit && val.find_first_not_of("-0123456789.") == std::string::npos;
   }
 
   // Create tensor
-- 
GitLab


From 5b19471958248850e220d0a3ccc56fa8d15ffa9c Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 20 Oct 2021 10:17:11 +0200
Subject: [PATCH 181/281] FIX: test input for bool vector

---
 test/otbTensorflowCopyUtilsTests.cxx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/test/otbTensorflowCopyUtilsTests.cxx b/test/otbTensorflowCopyUtilsTests.cxx
index 99003fe1..b4a72973 100644
--- a/test/otbTensorflowCopyUtilsTests.cxx
+++ b/test/otbTensorflowCopyUtilsTests.cxx
@@ -102,7 +102,7 @@ int intVecValueToTensorTest(int itkNotUsed(argc), char * itkNotUsed(argv)[])
 
 int boolVecValueToTensorTest(int itkNotUsed(argc), char * itkNotUsed(argv)[])
 {
-  return genericVecValueToTensorTest<bool>(tensorflow::DT_BOOL, "(true, false,True, False", std::vector<bool>({true, false, true, false}));
+  return genericVecValueToTensorTest<bool>(tensorflow::DT_BOOL, "(true, false,True, False)", std::vector<bool>({true, false, true, false}));
 }
 
 
-- 
GitLab


From 00f3065c4cf0a39cf79acf5e5362158397bf1237 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 20 Oct 2021 10:17:45 +0200
Subject: [PATCH 182/281] STYLE, REFAC: enforce pep8 etc

---
 python/ckpt2savedmodel.py | 28 ++++++++++-------
 python/otbtf.py           | 65 ++++++++++++++++++++++-----------------
 python/tricks.py          | 28 +++--------------
 3 files changed, 58 insertions(+), 63 deletions(-)

diff --git a/python/ckpt2savedmodel.py b/python/ckpt2savedmodel.py
index ec757dc7..4235be8f 100755
--- a/python/ckpt2savedmodel.py
+++ b/python/ckpt2savedmodel.py
@@ -18,21 +18,27 @@
 #   limitations under the License.
 #
 # ==========================================================================*/
+"""
+This application converts a checkpoint into a SavedModel, that can be used in
+TensorflowModelTrain or TensorflowModelServe OTB applications.
+This is intended to work mostly with tf.v1 models, since the models in tf.v2
+can be more conveniently exported as SavedModel (see how to build a model with
+keras in Tensorflow 2).
+"""
 import argparse
 from tricks import ckpt_to_savedmodel
 
-# Parser
-parser = argparse.ArgumentParser()
-parser.add_argument("--ckpt", help="Checkpoint file (without the \".meta\" extension)", required=True)
-parser.add_argument("--inputs", help="Inputs names (e.g. [\"x_cnn_1:0\", \"x_cnn_2:0\"])", required=True, nargs='+')
-parser.add_argument("--outputs", help="Outputs names (e.g. [\"prediction:0\", \"features:0\"])", required=True,
-                    nargs='+')
-parser.add_argument("--model", help="Output directory for SavedModel", required=True)
-parser.add_argument('--clear_devices', dest='clear_devices', action='store_true')
-parser.set_defaults(clear_devices=False)
-params = parser.parse_args()
-
 if __name__ == "__main__":
+    parser = argparse.ArgumentParser()
+    parser.add_argument("--ckpt", help="Checkpoint file (without the \".meta\" extension)", required=True)
+    parser.add_argument("--inputs", help="Inputs names (e.g. [\"x_cnn_1:0\", \"x_cnn_2:0\"])", required=True, nargs='+')
+    parser.add_argument("--outputs", help="Outputs names (e.g. [\"prediction:0\", \"features:0\"])", required=True,
+                        nargs='+')
+    parser.add_argument("--model", help="Output directory for SavedModel", required=True)
+    parser.add_argument('--clear_devices', dest='clear_devices', action='store_true')
+    parser.set_defaults(clear_devices=False)
+    params = parser.parse_args()
+
     ckpt_to_savedmodel(ckpt_path=params.ckpt,
                        inputs=params.inputs,
                        outputs=params.outputs,
diff --git a/python/otbtf.py b/python/otbtf.py
index e8c4e5c9..27604c01 100644
--- a/python/otbtf.py
+++ b/python/otbtf.py
@@ -24,11 +24,11 @@ OTBTF framework.
 import threading
 import multiprocessing
 import time
+import logging
+from abc import ABC, abstractmethod
 import numpy as np
 import tensorflow as tf
 import gdal
-import logging
-from abc import ABC, abstractmethod
 
 
 """
@@ -40,7 +40,7 @@ def gdal_open(filename):
     """
     Open a GDAL raster
     :param filename: raster file
-    :return: a GDAL ds instance
+    :return: a GDAL gdal_ds instance
     """
     gdal_ds = gdal.Open(filename)
     if gdal_ds is None:
@@ -84,13 +84,22 @@ class Buffer:
         self.container = []
 
     def size(self):
+        """
+        Returns the buffer size
+        """
         return len(self.container)
 
     def add(self, x):
+        """
+        Add an element in the buffer
+        """
         self.container.append(x)
         assert self.size() <= self.max_length
 
     def is_complete(self):
+        """
+        Return True if the buffer is at full capacity
+        """
         return self.size() == self.max_length
 
 
@@ -180,23 +189,23 @@ class PatchesImagesReader(PatchesReaderBase):
 
         assert len(filenames_dict.values()) > 0
 
-        # ds dict
-        self.ds = dict()
+        # gdal_ds dict
+        self.gdal_ds = dict()
         for src_key, src_filenames in filenames_dict.items():
-            self.ds[src_key] = []
+            self.gdal_ds[src_key] = []
             for src_filename in src_filenames:
-                self.ds[src_key].append(gdal_open(src_filename))
+                self.gdal_ds[src_key].append(gdal_open(src_filename))
 
-        if len(set([len(ds_list) for ds_list in self.ds.values()])) != 1:
+        if len(set([len(ds_list) for ds_list in self.gdal_ds.values()])) != 1:
             raise Exception("Each source must have the same number of patches images")
 
         # streaming on/off
         self.use_streaming = use_streaming
 
-        # ds check
-        nb_of_patches = {key: 0 for key in self.ds}
+        # gdal_ds check
+        nb_of_patches = {key: 0 for key in self.gdal_ds}
         self.nb_of_channels = dict()
-        for src_key, ds_list in self.ds.items():
+        for src_key, ds_list in self.gdal_ds.items():
             for ds in ds_list:
                 nb_of_patches[src_key] += self._get_nb_of_patches(ds)
                 if src_key not in self.nb_of_channels:
@@ -208,15 +217,15 @@ class PatchesImagesReader(PatchesReaderBase):
         if len(set(nb_of_patches.values())) != 1:
             raise Exception("Sources must have the same number of patches! Number of patches: {}".format(nb_of_patches))
 
-        # ds sizes
-        src_key_0 = list(self.ds)[0]  # first key
-        self.ds_sizes = [self._get_nb_of_patches(ds) for ds in self.ds[src_key_0]]
+        # gdal_ds sizes
+        src_key_0 = list(self.gdal_ds)[0]  # first key
+        self.ds_sizes = [self._get_nb_of_patches(ds) for ds in self.gdal_ds[src_key_0]]
         self.size = sum(self.ds_sizes)
 
         # if use_streaming is False, we store in memory all patches images
         if not self.use_streaming:
-            patches_list = {src_key: [read_as_np_arr(ds) for ds in self.ds[src_key]] for src_key in self.ds}
-            self.patches_buffer = {src_key: np.concatenate(patches_list[src_key], axis=-1) for src_key in self.ds}
+            patches_list = {src_key: [read_as_np_arr(ds) for ds in self.gdal_ds[src_key]] for src_key in self.gdal_ds}
+            self.patches_buffer = {src_key: np.concatenate(patches_list[src_key], axis=-1) for src_key in self.gdal_ds}
 
     def _get_ds_and_offset_from_index(self, index):
         offset = index
@@ -228,16 +237,16 @@ class PatchesImagesReader(PatchesReaderBase):
         return index, offset
 
     @staticmethod
-    def _get_nb_of_patches(ds):
-        return int(ds.RasterYSize / ds.RasterXSize)
+    def _get_nb_of_patches(gdal_ds):
+        return int(gdal_ds.RasterYSize / gdal_ds.RasterXSize)
 
     @staticmethod
-    def _read_extract_as_np_arr(ds, offset):
-        assert ds is not None
-        psz = ds.RasterXSize
+    def _read_extract_as_np_arr(gdal_ds, offset):
+        assert gdal_ds is not None
+        psz = gdal_ds.RasterXSize
         yoff = int(offset * psz)
-        assert yoff + psz <= ds.RasterYSize
-        buffer = ds.ReadAsArray(0, yoff, psz, psz)
+        assert yoff + psz <= gdal_ds.RasterYSize
+        buffer = gdal_ds.ReadAsArray(0, yoff, psz, psz)
         if len(buffer.shape) == 3:
             buffer = np.transpose(buffer, axes=(1, 2, 0))
         return np.float32(buffer)
@@ -256,10 +265,10 @@ class PatchesImagesReader(PatchesReaderBase):
         assert index < self.size
 
         if not self.use_streaming:
-            res = {src_key: self.patches_buffer[src_key][index, :, :, :] for src_key in self.ds}
+            res = {src_key: self.patches_buffer[src_key][index, :, :, :] for src_key in self.gdal_ds}
         else:
             i, offset = self._get_ds_and_offset_from_index(index)
-            res = {src_key: self._read_extract_as_np_arr(self.ds[src_key][i], offset) for src_key in self.ds}
+            res = {src_key: self._read_extract_as_np_arr(self.gdal_ds[src_key][i], offset) for src_key in self.gdal_ds}
 
         return res
 
@@ -282,7 +291,7 @@ class PatchesImagesReader(PatchesReaderBase):
             axis = (0, 1)  # (row, col)
 
             def _filled(value):
-                return {src_key: value * np.ones((self.nb_of_channels[src_key])) for src_key in self.ds}
+                return {src_key: value * np.ones((self.nb_of_channels[src_key])) for src_key in self.gdal_ds}
 
             _maxs = _filled(0.0)
             _mins = _filled(float("inf"))
@@ -302,7 +311,7 @@ class PatchesImagesReader(PatchesReaderBase):
                                "max": _maxs[src_key],
                                "mean": rsize * _sums[src_key],
                                "std": np.sqrt(rsize * _sqsums[src_key] - np.square(rsize * _sums[src_key]))
-                               } for src_key in self.ds}
+                               } for src_key in self.gdal_ds}
         logging.info("Stats: {}".format(stats))
         return stats
 
@@ -443,7 +452,7 @@ class Dataset:
         self.tot_wait += time.time() - t
 
         # Copy miner_buffer.container --> consumer_buffer.container
-        self.consumer_buffer.container = [elem for elem in self.miner_buffer.container]
+        self.consumer_buffer.container = self.miner_buffer.container.copy()
 
         # Clear miner_buffer.container
         self.miner_buffer.container.clear()
diff --git a/python/tricks.py b/python/tricks.py
index 33e98b4f..b8f85406 100644
--- a/python/tricks.py
+++ b/python/tricks.py
@@ -23,9 +23,9 @@ and TensorFlow models.
 Starting from OTBTF >= 3.0.0, tricks is only used as a backward compatible stub
 for TF 1.X versions.
 """
-from otbtf import gdal_open, read_as_np_arr as read_as_np_arr_from_gdal_ds
 import tensorflow.compat.v1 as tf
 from deprecated import deprecated
+from otbtf import gdal_open, read_as_np_arr as read_as_np_arr_from_gdal_ds
 tf.disable_v2_behavior()
 
 
@@ -90,26 +90,6 @@ def read_samples(filename):
     return read_image_as_np(filename, as_patches=True)
 
 
-@deprecated(version="3.0.0", reason="Please consider using TensorFlow >= 2 to build and save your nets")
-def CreateSavedModel(sess, inputs, outputs, directory):
-    """
-    Create a SavedModel from TF 1.X graphs
-    :param sess: The Tensorflow V1 session
-    :param inputs: List of inputs names (e.g. ["x_cnn_1:0", "x_cnn_2:0"])
-    :param outputs: List of outputs names (e.g. ["prediction:0", "features:0"])
-    :param directory: Path for the generated SavedModel
-    """
-    create_savedmodel(sess, inputs, outputs, directory)
-
-
-@deprecated(version="3.0.0", reason="Please consider using TensorFlow >= 2 to build and save your nets")
-def CheckpointToSavedModel(ckpt_path, inputs, outputs, savedmodel_path, clear_devices=False):
-    """
-    Read a Checkpoint and build a SavedModel for TF 1.X graphs
-    :param ckpt_path: Path to the checkpoint file (without the ".meta" extension)
-    :param inputs: List of inputs names (e.g. ["x_cnn_1:0", "x_cnn_2:0"])
-    :param outputs: List of outputs names (e.g. ["prediction:0", "features:0"])
-    :param savedmodel_path: Path for the generated SavedModel
-    :param clear_devices: Clear TensorFlow devices positioning (True/False)
-    """
-    ckpt_to_savedmodel(ckpt_path, inputs, outputs, savedmodel_path, clear_devices)
+# Aliases for backward compatibility
+CreateSavedModel = create_savedmodel
+CheckpointToSavedModel = ckpt_to_savedmodel
-- 
GitLab


From dce2a78173eb3645b9820dfd78b47ea9883c7dc0 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 20 Oct 2021 10:31:01 +0200
Subject: [PATCH 183/281] STYLE, REFAC: enforce pep8 etc

---
 python/otbtf.py | 12 +++++-------
 1 file changed, 5 insertions(+), 7 deletions(-)

diff --git a/python/otbtf.py b/python/otbtf.py
index 27604c01..f166803b 100644
--- a/python/otbtf.py
+++ b/python/otbtf.py
@@ -89,11 +89,12 @@ class Buffer:
         """
         return len(self.container)
 
-    def add(self, x):
+    def add(self, new_element):
         """
         Add an element in the buffer
+        :param new_element: new element to add
         """
-        self.container.append(x)
+        self.container.append(new_element)
         assert self.size() <= self.max_length
 
     def is_complete(self):
@@ -190,12 +191,9 @@ class PatchesImagesReader(PatchesReaderBase):
         assert len(filenames_dict.values()) > 0
 
         # gdal_ds dict
-        self.gdal_ds = dict()
-        for src_key, src_filenames in filenames_dict.items():
-            self.gdal_ds[src_key] = []
-            for src_filename in src_filenames:
-                self.gdal_ds[src_key].append(gdal_open(src_filename))
+        self.gdal_ds = {key: [gdal_open(src_fn) for src_fn in src_fns] for key, src_fns in filenames_dict.items()}
 
+        # check number of patches in each sources
         if len(set([len(ds_list) for ds_list in self.gdal_ds.values()])) != 1:
             raise Exception("Each source must have the same number of patches images")
 
-- 
GitLab


From 75a534388c6585f6aca54e852dacff7f16ddf2da Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 20 Oct 2021 10:39:12 +0200
Subject: [PATCH 184/281] ADD: update .gitlab-ci.yml

---
 .gitlab-ci.yml | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index a55d9469..9a533eee 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -22,9 +22,6 @@ stages:
 
 before_script:
   - *update_otbtf_src
-  - *compile_otbtf
-  - sudo rm -rf $OTB_BUILD/Testing/Temporary/*  # Empty testing temporary folder (old files here)
-  - pip3 install pytest pytest-cov
 
 build:
   stage: Build
@@ -58,6 +55,8 @@ cppcheck:
 ctest:
   stage: Test
   script:
+    - *compile_otbtf
+    - sudo rm -rf $OTB_BUILD/Testing/Temporary/*  # Empty testing temporary folder (old files here)
     - cd $OTB_BUILD/ && sudo ctest -L OTBTensorflow  # Run ctest
   after_script:
     - cp -r $OTB_BUILD/Testing/Temporary $CI_PROJECT_DIR/testing  # Copy artifacts (they must be in $CI_PROJECT_DIR)
@@ -69,6 +68,8 @@ ctest:
 
 sr4rs:
   stage: Test
+  before_script:
+    - pip3 install pytest pytest-cov
   script:
     - cd $CI_PROJECT_DIR
     - wget -O sr4rs_sentinel2_bands4328_france2020_savedmodel.zip
-- 
GitLab


From 05b096073bc8eaf7adb4c852eda07b68b082fcba Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 20 Oct 2021 12:18:21 +0200
Subject: [PATCH 185/281] ADD: update .gitlab-ci.yml

---
 .gitlab-ci.yml | 6 ++----
 1 file changed, 2 insertions(+), 4 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 9a533eee..4b9fe883 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -28,8 +28,6 @@ build:
   allow_failure: false
   script:
     - *compile_otbtf
-    - sudo rm -rf $OTB_BUILD/Testing/Temporary/*  # Empty testing temporary folder (old files here)
-
 
 flake8:
   stage: Static Analysis
@@ -68,9 +66,9 @@ ctest:
 
 sr4rs:
   stage: Test
-  before_script:
-    - pip3 install pytest pytest-cov
   script:
+    - *compile_otbtf
+    - pip3 install pytest pytest-cov
     - cd $CI_PROJECT_DIR
     - wget -O sr4rs_sentinel2_bands4328_france2020_savedmodel.zip
       https://nextcloud.inrae.fr/s/boabW9yCjdpLPGX/download/sr4rs_sentinel2_bands4328_france2020_savedmodel.zip
-- 
GitLab


From 1a1d153007a6324ab120468c1ec5778edc17c0ea Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 20 Oct 2021 12:52:04 +0200
Subject: [PATCH 186/281] STYLE, REFAC: enforce pep8 etc

---
 python/otbtf.py | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/python/otbtf.py b/python/otbtf.py
index f166803b..505ec1c1 100644
--- a/python/otbtf.py
+++ b/python/otbtf.py
@@ -227,12 +227,12 @@ class PatchesImagesReader(PatchesReaderBase):
 
     def _get_ds_and_offset_from_index(self, index):
         offset = index
-        for index, ds_size in enumerate(self.ds_sizes):
+        for idx, ds_size in enumerate(self.ds_sizes):
             if offset < ds_size:
                 break
             offset -= ds_size
 
-        return index, offset
+        return idx, offset
 
     @staticmethod
     def _get_nb_of_patches(gdal_ds):
@@ -259,7 +259,7 @@ class PatchesImagesReader(PatchesReaderBase):
              ...
              "src_key_M": np.array((psz_y_M, psz_x_M, nb_ch_M))}
         """
-        assert 0 <= index
+        assert index >= 0
         assert index < self.size
 
         if not self.use_streaming:
@@ -485,7 +485,7 @@ class Dataset:
         """
         Generator function, used for the tf dataset
         """
-        for elem in range(self.size):
+        for _ in range(self.size):
             yield self.read_one_sample()
 
     def get_tf_dataset(self, batch_size, drop_remainder=True):
-- 
GitLab


From c029eb1bee43b95153b9d707a874c82e9f0df8f4 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 20 Oct 2021 13:52:00 +0200
Subject: [PATCH 187/281] ADD: sr4rs training test

---
 test/sr4rs_unittest.py | 32 ++++++++++++++++++++++++++++----
 1 file changed, 28 insertions(+), 4 deletions(-)

diff --git a/test/sr4rs_unittest.py b/test/sr4rs_unittest.py
index 311e7a70..70d6e240 100644
--- a/test/sr4rs_unittest.py
+++ b/test/sr4rs_unittest.py
@@ -3,12 +3,37 @@
 
 import unittest
 import os
-
+from pathlib import Path
 import gdal
 import otbApplication as otb
 
 
-class SR4RSTest(unittest.TestCase):
+class SR4RSv1Test(unittest.TestCase):
+
+    def test_train(self):
+        root_dir = os.environ["CI_PROJECT_DIR"]
+        ckpt_file = "/tmp/sr4rs_train_ckpt"
+
+        def _input(file_name):
+            return "{}/sr4rs_data/input/{}".format(root_dir, file_name)
+
+        command = "python {}/sr4rs/code/train.py ".format(root_dir)
+        command += "--lr_patches "
+        command += _input("DIM_SPOT6_MS_202007290959110_ORT_ORTHO-MS-193_posA_s2.jp2 ")
+        command += _input("DIM_SPOT7_MS_202004111036186_ORT_ORTHO-MS-081_posA_s2.jp2 ")
+        command += _input("DIM_SPOT7_MS_202006201000507_ORT_ORTHO-MS-054_posA_s2.jp2 ")
+        command += "--hr_patches "
+        command += _input("DIM_SPOT6_MS_202007290959110_ORT_ORTHO-MS-193_posA_s6_cal.jp2 ")
+        command += _input("DIM_SPOT7_MS_202004111036186_ORT_ORTHO-MS-081_posA_s6_cal.jp2 ")
+        command += _input("DIM_SPOT7_MS_202006201000507_ORT_ORTHO-MS-054_posA_s6_cal.jp2 ")
+        command += "--save_ckpt {} ".format(ckpt_file)
+        command += "--depth 4 "
+        command += "--nresblocks 1 "
+        command += "--epochs 10 "
+        os.system(command)
+
+        file = Path("{}/checkpoint".format(ckpt_file))
+        self.assertTrue(file.is_file())
 
     def test_inference(self):
         root_dir = os.environ["CI_PROJECT_DIR"]
@@ -27,7 +52,7 @@ class SR4RSTest(unittest.TestCase):
 
         self.assertTrue(nbchannels_reconstruct == nbchannels_baseline)
 
-        for i in range(1, 1+nbchannels_baseline):
+        for i in range(1, 1 + nbchannels_baseline):
             comp = otb.Registry.CreateApplication('CompareImages')
             comp.SetParameterString('ref.in', baseline)
             comp.SetParameterInt('ref.channel', i)
@@ -41,4 +66,3 @@ class SR4RSTest(unittest.TestCase):
 
 if __name__ == '__main__':
     unittest.main()
-
-- 
GitLab


From 268f93f38a36fbb3c61ab01c14e86d0fc651121d Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Thu, 21 Oct 2021 10:04:25 +0200
Subject: [PATCH 188/281] TEST: only 1 epoch in SR4RS train test

---
 test/sr4rs_unittest.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/test/sr4rs_unittest.py b/test/sr4rs_unittest.py
index 70d6e240..7b11ec03 100644
--- a/test/sr4rs_unittest.py
+++ b/test/sr4rs_unittest.py
@@ -29,7 +29,7 @@ class SR4RSv1Test(unittest.TestCase):
         command += "--save_ckpt {} ".format(ckpt_file)
         command += "--depth 4 "
         command += "--nresblocks 1 "
-        command += "--epochs 10 "
+        command += "--epochs 1 "
         os.system(command)
 
         file = Path("{}/checkpoint".format(ckpt_file))
-- 
GitLab


From f10e2ca2ecd20b5c2a7dbae114e89562ad330320 Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Thu, 21 Oct 2021 10:24:18 +0200
Subject: [PATCH 189/281] FIX: bug with very small datasets

---
 python/otbtf.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/python/otbtf.py b/python/otbtf.py
index 505ec1c1..a3f5da60 100644
--- a/python/otbtf.py
+++ b/python/otbtf.py
@@ -404,6 +404,8 @@ class Dataset:
         logging.info("output_shapes: {}".format(self.output_shapes))
 
         # buffers
+        if self.size <= buffer_length:
+            buffer_length = self.size
         self.miner_buffer = Buffer(buffer_length)
         self.mining_lock = multiprocessing.Lock()
         self.consumer_buffer = Buffer(buffer_length)
-- 
GitLab


From 765c72c815d6134a080122c342fc4b5f0cb1b8a4 Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Thu, 21 Oct 2021 10:38:42 +0200
Subject: [PATCH 190/281] REFAC: set(list([...])) --> {...}

---
 python/otbtf.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/python/otbtf.py b/python/otbtf.py
index a3f5da60..25159694 100644
--- a/python/otbtf.py
+++ b/python/otbtf.py
@@ -194,7 +194,7 @@ class PatchesImagesReader(PatchesReaderBase):
         self.gdal_ds = {key: [gdal_open(src_fn) for src_fn in src_fns] for key, src_fns in filenames_dict.items()}
 
         # check number of patches in each sources
-        if len(set([len(ds_list) for ds_list in self.gdal_ds.values()])) != 1:
+        if len({len(ds_list) for ds_list in self.gdal_ds.values()}) != 1:
             raise Exception("Each source must have the same number of patches images")
 
         # streaming on/off
-- 
GitLab


From 1f3e90270b3945df241e45253684db8a44ab896d Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Thu, 21 Oct 2021 10:39:51 +0200
Subject: [PATCH 191/281] REFAC: conform to snake_case naming style

---
 python/otbtf.py | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/python/otbtf.py b/python/otbtf.py
index 25159694..e4057864 100644
--- a/python/otbtf.py
+++ b/python/otbtf.py
@@ -204,12 +204,12 @@ class PatchesImagesReader(PatchesReaderBase):
         nb_of_patches = {key: 0 for key in self.gdal_ds}
         self.nb_of_channels = dict()
         for src_key, ds_list in self.gdal_ds.items():
-            for ds in ds_list:
-                nb_of_patches[src_key] += self._get_nb_of_patches(ds)
+            for gdal_ds in ds_list:
+                nb_of_patches[src_key] += self._get_nb_of_patches(gdal_ds)
                 if src_key not in self.nb_of_channels:
-                    self.nb_of_channels[src_key] = ds.RasterCount
+                    self.nb_of_channels[src_key] = gdal_ds.RasterCount
                 else:
-                    if self.nb_of_channels[src_key] != ds.RasterCount:
+                    if self.nb_of_channels[src_key] != gdal_ds.RasterCount:
                         raise Exception("All patches images from one source must have the same number of channels!"
                                         "Error happened for source: {}".format(src_key))
         if len(set(nb_of_patches.values())) != 1:
-- 
GitLab


From 0255c16f674107c3ebaa7791c850d721a503fd87 Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Thu, 21 Oct 2021 10:41:07 +0200
Subject: [PATCH 192/281] REFAC: conform to snake_case naming style

---
 python/otbtf.py | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/python/otbtf.py b/python/otbtf.py
index e4057864..f76e55f4 100644
--- a/python/otbtf.py
+++ b/python/otbtf.py
@@ -447,9 +447,9 @@ class Dataset:
         This function dumps the miner_buffer into the consumer_buffer, and restart the miner_thread
         """
         # Wait for miner to finish his job
-        t = time.time()
+        date_t = time.time()
         self.miner_thread.join()
-        self.tot_wait += time.time() - t
+        self.tot_wait += time.time() - date_t
 
         # Copy miner_buffer.container --> consumer_buffer.container
         self.consumer_buffer.container = self.miner_buffer.container.copy()
@@ -479,9 +479,9 @@ class Dataset:
         """
         Create and starts the thread for the data collect
         """
-        t = threading.Thread(target=self._collect)
-        t.start()
-        return t
+        new_thread = threading.Thread(target=self._collect)
+        new_thread.start()
+        return new_thread
 
     def _generator(self):
         """
-- 
GitLab


From 6ae20b65612cd95900df062440fdafac027877a0 Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Thu, 21 Oct 2021 11:03:54 +0200
Subject: [PATCH 193/281] TEST: use streaming

---
 test/sr4rs_unittest.py | 35 ++++++++++++++++++-----------------
 1 file changed, 18 insertions(+), 17 deletions(-)

diff --git a/test/sr4rs_unittest.py b/test/sr4rs_unittest.py
index 7b11ec03..b86d6c68 100644
--- a/test/sr4rs_unittest.py
+++ b/test/sr4rs_unittest.py
@@ -12,25 +12,26 @@ class SR4RSv1Test(unittest.TestCase):
 
     def test_train(self):
         root_dir = os.environ["CI_PROJECT_DIR"]
-        ckpt_file = "/tmp/sr4rs_train_ckpt"
+ckpt_file = "/tmp/sr4rs_train_ckpt"
 
-        def _input(file_name):
-            return "{}/sr4rs_data/input/{}".format(root_dir, file_name)
+def _input(file_name):
+    return "{}/sr4rs_data/input/{}".format(root_dir, file_name)
 
-        command = "python {}/sr4rs/code/train.py ".format(root_dir)
-        command += "--lr_patches "
-        command += _input("DIM_SPOT6_MS_202007290959110_ORT_ORTHO-MS-193_posA_s2.jp2 ")
-        command += _input("DIM_SPOT7_MS_202004111036186_ORT_ORTHO-MS-081_posA_s2.jp2 ")
-        command += _input("DIM_SPOT7_MS_202006201000507_ORT_ORTHO-MS-054_posA_s2.jp2 ")
-        command += "--hr_patches "
-        command += _input("DIM_SPOT6_MS_202007290959110_ORT_ORTHO-MS-193_posA_s6_cal.jp2 ")
-        command += _input("DIM_SPOT7_MS_202004111036186_ORT_ORTHO-MS-081_posA_s6_cal.jp2 ")
-        command += _input("DIM_SPOT7_MS_202006201000507_ORT_ORTHO-MS-054_posA_s6_cal.jp2 ")
-        command += "--save_ckpt {} ".format(ckpt_file)
-        command += "--depth 4 "
-        command += "--nresblocks 1 "
-        command += "--epochs 1 "
-        os.system(command)
+command = "python {}/sr4rs/code/train.py ".format(root_dir)
+command += "--lr_patches "
+command += _input("DIM_SPOT6_MS_202007290959110_ORT_ORTHO-MS-193_posA_s2.jp2 ")
+command += _input("DIM_SPOT7_MS_202004111036186_ORT_ORTHO-MS-081_posA_s2.jp2 ")
+command += _input("DIM_SPOT7_MS_202006201000507_ORT_ORTHO-MS-054_posA_s2.jp2 ")
+command += "--hr_patches "
+command += _input("DIM_SPOT6_MS_202007290959110_ORT_ORTHO-MS-193_posA_s6_cal.jp2 ")
+command += _input("DIM_SPOT7_MS_202004111036186_ORT_ORTHO-MS-081_posA_s6_cal.jp2 ")
+command += _input("DIM_SPOT7_MS_202006201000507_ORT_ORTHO-MS-054_posA_s6_cal.jp2 ")
+command += "--save_ckpt {} ".format(ckpt_file)
+command += "--depth 4 "
+command += "--nresblocks 1 "
+command += "--epochs 1 "
+command += "--streaming"
+os.system(command)
 
         file = Path("{}/checkpoint".format(ckpt_file))
         self.assertTrue(file.is_file())
-- 
GitLab


From b843bf2409ea694cdaf394ccb04368da2a0d5ad4 Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Thu, 21 Oct 2021 11:09:39 +0200
Subject: [PATCH 194/281] FIX: bug in stacking patches

---
 python/otbtf.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/python/otbtf.py b/python/otbtf.py
index f76e55f4..988a6820 100644
--- a/python/otbtf.py
+++ b/python/otbtf.py
@@ -223,7 +223,7 @@ class PatchesImagesReader(PatchesReaderBase):
         # if use_streaming is False, we store in memory all patches images
         if not self.use_streaming:
             patches_list = {src_key: [read_as_np_arr(ds) for ds in self.gdal_ds[src_key]] for src_key in self.gdal_ds}
-            self.patches_buffer = {src_key: np.concatenate(patches_list[src_key], axis=-1) for src_key in self.gdal_ds}
+            self.patches_buffer = {src_key: np.concatenate(patches_list[src_key], axis=0) for src_key in self.gdal_ds}
 
     def _get_ds_and_offset_from_index(self, index):
         offset = index
-- 
GitLab


From 560fa57f318dc4fbee2622cc9926fc258335a7ad Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Thu, 21 Oct 2021 11:10:02 +0200
Subject: [PATCH 195/281] TEST: stream/nostream sr4rs training

---
 test/sr4rs_unittest.py | 67 +++++++++++++++++++++++++++++-------------
 1 file changed, 46 insertions(+), 21 deletions(-)

diff --git a/test/sr4rs_unittest.py b/test/sr4rs_unittest.py
index b86d6c68..d5705aa9 100644
--- a/test/sr4rs_unittest.py
+++ b/test/sr4rs_unittest.py
@@ -10,28 +10,53 @@ import otbApplication as otb
 
 class SR4RSv1Test(unittest.TestCase):
 
-    def test_train(self):
+    def test_train_nostream(self):
         root_dir = os.environ["CI_PROJECT_DIR"]
-ckpt_file = "/tmp/sr4rs_train_ckpt"
-
-def _input(file_name):
-    return "{}/sr4rs_data/input/{}".format(root_dir, file_name)
-
-command = "python {}/sr4rs/code/train.py ".format(root_dir)
-command += "--lr_patches "
-command += _input("DIM_SPOT6_MS_202007290959110_ORT_ORTHO-MS-193_posA_s2.jp2 ")
-command += _input("DIM_SPOT7_MS_202004111036186_ORT_ORTHO-MS-081_posA_s2.jp2 ")
-command += _input("DIM_SPOT7_MS_202006201000507_ORT_ORTHO-MS-054_posA_s2.jp2 ")
-command += "--hr_patches "
-command += _input("DIM_SPOT6_MS_202007290959110_ORT_ORTHO-MS-193_posA_s6_cal.jp2 ")
-command += _input("DIM_SPOT7_MS_202004111036186_ORT_ORTHO-MS-081_posA_s6_cal.jp2 ")
-command += _input("DIM_SPOT7_MS_202006201000507_ORT_ORTHO-MS-054_posA_s6_cal.jp2 ")
-command += "--save_ckpt {} ".format(ckpt_file)
-command += "--depth 4 "
-command += "--nresblocks 1 "
-command += "--epochs 1 "
-command += "--streaming"
-os.system(command)
+        ckpt_file = "/tmp/sr4rs_train_ckpt"
+
+        def _input(file_name):
+            return "{}/sr4rs_data/input/{}".format(root_dir, file_name)
+
+        command = "python {}/sr4rs/code/train.py ".format(root_dir)
+        command += "--lr_patches "
+        command += _input("DIM_SPOT6_MS_202007290959110_ORT_ORTHO-MS-193_posA_s2.jp2 ")
+        command += _input("DIM_SPOT7_MS_202004111036186_ORT_ORTHO-MS-081_posA_s2.jp2 ")
+        command += _input("DIM_SPOT7_MS_202006201000507_ORT_ORTHO-MS-054_posA_s2.jp2 ")
+        command += "--hr_patches "
+        command += _input("DIM_SPOT6_MS_202007290959110_ORT_ORTHO-MS-193_posA_s6_cal.jp2 ")
+        command += _input("DIM_SPOT7_MS_202004111036186_ORT_ORTHO-MS-081_posA_s6_cal.jp2 ")
+        command += _input("DIM_SPOT7_MS_202006201000507_ORT_ORTHO-MS-054_posA_s6_cal.jp2 ")
+        command += "--save_ckpt {} ".format(ckpt_file)
+        command += "--depth 4 "
+        command += "--nresblocks 1 "
+        command += "--epochs 1 "
+        os.system(command)
+
+        file = Path("{}/checkpoint".format(ckpt_file))
+        self.assertTrue(file.is_file())
+
+    def test_train_stream(self):
+        root_dir = os.environ["CI_PROJECT_DIR"]
+        ckpt_file = "/tmp/sr4rs_train_ckpt"
+
+        def _input(file_name):
+            return "{}/sr4rs_data/input/{}".format(root_dir, file_name)
+
+        command = "python {}/sr4rs/code/train.py ".format(root_dir)
+        command += "--lr_patches "
+        command += _input("DIM_SPOT6_MS_202007290959110_ORT_ORTHO-MS-193_posA_s2.jp2 ")
+        command += _input("DIM_SPOT7_MS_202004111036186_ORT_ORTHO-MS-081_posA_s2.jp2 ")
+        command += _input("DIM_SPOT7_MS_202006201000507_ORT_ORTHO-MS-054_posA_s2.jp2 ")
+        command += "--hr_patches "
+        command += _input("DIM_SPOT6_MS_202007290959110_ORT_ORTHO-MS-193_posA_s6_cal.jp2 ")
+        command += _input("DIM_SPOT7_MS_202004111036186_ORT_ORTHO-MS-081_posA_s6_cal.jp2 ")
+        command += _input("DIM_SPOT7_MS_202006201000507_ORT_ORTHO-MS-054_posA_s6_cal.jp2 ")
+        command += "--save_ckpt {} ".format(ckpt_file)
+        command += "--depth 4 "
+        command += "--nresblocks 1 "
+        command += "--epochs 1 "
+        command += "--streaming"
+        os.system(command)
 
         file = Path("{}/checkpoint".format(ckpt_file))
         self.assertTrue(file.is_file())
-- 
GitLab


From 1a542d2a0a1553cdb339affbd1d2c9fc416dd415 Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Thu, 21 Oct 2021 11:47:48 +0200
Subject: [PATCH 196/281] TEST: tmp dir used for save checkpoints

---
 test/sr4rs_unittest.py | 75 ++++++++++++++++--------------------------
 1 file changed, 28 insertions(+), 47 deletions(-)

diff --git a/test/sr4rs_unittest.py b/test/sr4rs_unittest.py
index d5705aa9..fbb921f8 100644
--- a/test/sr4rs_unittest.py
+++ b/test/sr4rs_unittest.py
@@ -8,58 +8,39 @@ import gdal
 import otbApplication as otb
 
 
+def command_train_succeed(extra_opts=""):
+    root_dir = os.environ["CI_PROJECT_DIR"]
+    ckpt_dir = "/tmp/"
+
+    def _input(file_name):
+        return "{}/sr4rs_data/input/{}".format(root_dir, file_name)
+
+    command = "python {}/sr4rs/code/train.py ".format(root_dir)
+    command += "--lr_patches "
+    command += _input("DIM_SPOT6_MS_202007290959110_ORT_ORTHO-MS-193_posA_s2.jp2 ")
+    command += _input("DIM_SPOT7_MS_202004111036186_ORT_ORTHO-MS-081_posA_s2.jp2 ")
+    command += _input("DIM_SPOT7_MS_202006201000507_ORT_ORTHO-MS-054_posA_s2.jp2 ")
+    command += "--hr_patches "
+    command += _input("DIM_SPOT6_MS_202007290959110_ORT_ORTHO-MS-193_posA_s6_cal.jp2 ")
+    command += _input("DIM_SPOT7_MS_202004111036186_ORT_ORTHO-MS-081_posA_s6_cal.jp2 ")
+    command += _input("DIM_SPOT7_MS_202006201000507_ORT_ORTHO-MS-054_posA_s6_cal.jp2 ")
+    command += "--save_ckpt {} ".format(ckpt_dir)
+    command += "--depth 4 "
+    command += "--nresblocks 1 "
+    command += "--epochs 1 "
+    command += extra_opts
+    os.system(command)
+    file = Path("{}/checkpoint".format(ckpt_dir))
+    return file.is_file()
+
+
 class SR4RSv1Test(unittest.TestCase):
 
     def test_train_nostream(self):
-        root_dir = os.environ["CI_PROJECT_DIR"]
-        ckpt_file = "/tmp/sr4rs_train_ckpt"
-
-        def _input(file_name):
-            return "{}/sr4rs_data/input/{}".format(root_dir, file_name)
-
-        command = "python {}/sr4rs/code/train.py ".format(root_dir)
-        command += "--lr_patches "
-        command += _input("DIM_SPOT6_MS_202007290959110_ORT_ORTHO-MS-193_posA_s2.jp2 ")
-        command += _input("DIM_SPOT7_MS_202004111036186_ORT_ORTHO-MS-081_posA_s2.jp2 ")
-        command += _input("DIM_SPOT7_MS_202006201000507_ORT_ORTHO-MS-054_posA_s2.jp2 ")
-        command += "--hr_patches "
-        command += _input("DIM_SPOT6_MS_202007290959110_ORT_ORTHO-MS-193_posA_s6_cal.jp2 ")
-        command += _input("DIM_SPOT7_MS_202004111036186_ORT_ORTHO-MS-081_posA_s6_cal.jp2 ")
-        command += _input("DIM_SPOT7_MS_202006201000507_ORT_ORTHO-MS-054_posA_s6_cal.jp2 ")
-        command += "--save_ckpt {} ".format(ckpt_file)
-        command += "--depth 4 "
-        command += "--nresblocks 1 "
-        command += "--epochs 1 "
-        os.system(command)
-
-        file = Path("{}/checkpoint".format(ckpt_file))
-        self.assertTrue(file.is_file())
+        self.assertTrue(command_train_succeed())
 
     def test_train_stream(self):
-        root_dir = os.environ["CI_PROJECT_DIR"]
-        ckpt_file = "/tmp/sr4rs_train_ckpt"
-
-        def _input(file_name):
-            return "{}/sr4rs_data/input/{}".format(root_dir, file_name)
-
-        command = "python {}/sr4rs/code/train.py ".format(root_dir)
-        command += "--lr_patches "
-        command += _input("DIM_SPOT6_MS_202007290959110_ORT_ORTHO-MS-193_posA_s2.jp2 ")
-        command += _input("DIM_SPOT7_MS_202004111036186_ORT_ORTHO-MS-081_posA_s2.jp2 ")
-        command += _input("DIM_SPOT7_MS_202006201000507_ORT_ORTHO-MS-054_posA_s2.jp2 ")
-        command += "--hr_patches "
-        command += _input("DIM_SPOT6_MS_202007290959110_ORT_ORTHO-MS-193_posA_s6_cal.jp2 ")
-        command += _input("DIM_SPOT7_MS_202004111036186_ORT_ORTHO-MS-081_posA_s6_cal.jp2 ")
-        command += _input("DIM_SPOT7_MS_202006201000507_ORT_ORTHO-MS-054_posA_s6_cal.jp2 ")
-        command += "--save_ckpt {} ".format(ckpt_file)
-        command += "--depth 4 "
-        command += "--nresblocks 1 "
-        command += "--epochs 1 "
-        command += "--streaming"
-        os.system(command)
-
-        file = Path("{}/checkpoint".format(ckpt_file))
-        self.assertTrue(file.is_file())
+        self.assertTrue(command_train_succeed(extra_opts="--streaming"))
 
     def test_inference(self):
         root_dir = os.environ["CI_PROJECT_DIR"]
-- 
GitLab


From 9d98820377280e664191463115ebad56dd28d220 Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Thu, 21 Oct 2021 12:04:55 +0200
Subject: [PATCH 197/281] FIX: closes #68

---
 python/otbtf.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/python/otbtf.py b/python/otbtf.py
index a925d3ea..6a5e35d9 100644
--- a/python/otbtf.py
+++ b/python/otbtf.py
@@ -212,7 +212,7 @@ class PatchesImagesReader(PatchesReaderBase):
         # if use_streaming is False, we store in memory all patches images
         if not self.use_streaming:
             patches_list = {src_key: [read_as_np_arr(ds) for ds in self.ds[src_key]] for src_key in self.ds}
-            self.patches_buffer = {src_key: np.concatenate(patches_list[src_key], axis=-1) for src_key in self.ds}
+            self.patches_buffer = {src_key: np.concatenate(patches_list[src_key], axis=0) for src_key in self.ds}
 
     def _get_ds_and_offset_from_index(self, index):
         offset = index
-- 
GitLab


From 5eb94b15101a997b5625cfc5dbf4eb6a35764fda Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 21 Oct 2021 15:30:12 +0200
Subject: [PATCH 198/281] ADD: force negative y-spacing in output image of
 otbtf filter

---
 include/otbTensorflowMultisourceModelFilter.hxx | 12 ++++++++----
 1 file changed, 8 insertions(+), 4 deletions(-)

diff --git a/include/otbTensorflowMultisourceModelFilter.hxx b/include/otbTensorflowMultisourceModelFilter.hxx
index eafa76f0..b37a5529 100644
--- a/include/otbTensorflowMultisourceModelFilter.hxx
+++ b/include/otbTensorflowMultisourceModelFilter.hxx
@@ -201,15 +201,19 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
   //////////////////////////////////////////////////////////////////////////////////////////
 
   // If the output spacing is not specified, we use the first input image as grid reference
-  m_OutputSpacing = this->GetInput(0)->GetSignedSpacing();
+  // OTBTF assumes that the output image has the following geometric properties:
+  // (1) Image origin is the top-left pixel
+  // (2) Image pixel spacing has positive x-spacing and negative y-spacing
+  m_OutputSpacing = this->GetInput(0)->GetSpacing();  // GetSpacing() returns abs. spacing
+  m_OutputSpacing[1] *= -1.0;  // Force negative y-spacing
   m_OutputSpacing[0] *= m_OutputSpacingScale;
   m_OutputSpacing[1] *= m_OutputSpacingScale;
-  PointType extentInf, extentSup;
-  extentSup.Fill(itk::NumericTraits<double>::max());
-  extentInf.Fill(itk::NumericTraits<double>::NonpositiveMin());
 
   // Compute the extent of each input images and update the extent or the output image.
   // The extent of the output image is the intersection of all input images extents.
+  PointType extentInf, extentSup;
+  extentSup.Fill(itk::NumericTraits<double>::max());
+  extentInf.Fill(itk::NumericTraits<double>::NonpositiveMin());
   for (unsigned int imageIndex = 0 ; imageIndex < this->GetNumberOfInputs() ; imageIndex++)
     {
     ImageType * currentImage = static_cast<ImageType *>(
-- 
GitLab


From 6b94a6367f4b37b1e18b737a17ff25d2f441c684 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 21 Oct 2021 15:53:51 +0200
Subject: [PATCH 199/281] REFAC: normalize debug msgs

---
 include/otbTensorflowGraphOperations.cxx | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index a38ba326..6d2b49cc 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -88,7 +88,7 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
       nameIt != tensorsNames.end(); ++nameIt)
   {
     bool found = false;
-    itkDebugMacro("Searching for corresponding node of  : " << (*nameIt) << "... ");
+    itkDebugMacro("Searching for corresponding node of: " << (*nameIt) << "... ");
     for (auto const & layer : layers)
     {
       // layer is a pair (name, tensor_info)
@@ -99,7 +99,7 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
         found = true;
         const tensorflow::TensorInfo& tensor_info = layer.second;
 
-        itkDebugMacro("Found : " << layername << "in the model");
+        itkDebugMacro("Found : " << layername << " in the model");
 
         // Set default to DT_FLOAT
         tensorflow::DataType ts_dt = tensorflow::DT_FLOAT;
@@ -141,7 +141,7 @@ void PrintNodeAttributes(const tensorflow::GraphDef & graph, std::vector<std::st
       {
         std::cout << "Node " << i << " : " << std::endl;
         std::cout << "\tName: " << node.name() << std::endl;
-        std::cout << "\tinput_size() : " << node.input_size() << std::endl;
+        std::cout << "\tinput_size(): " << node.input_size() << std::endl;
         std::cout << "\tPrintDebugString --------------------------------";
         std::cout << std::endl;
         node.PrintDebugString();
@@ -151,8 +151,8 @@ void PrintNodeAttributes(const tensorflow::GraphDef & graph, std::vector<std::st
         std::cout << "\tAttributes of the node: " << std::endl;
         for (auto attr = node.attr().begin() ; attr != node.attr().end() ; attr++)
         {
-          std::cout << "\t\tKey :" << attr->first << std::endl;
-          std::cout << "\t\tValue.value_case() :" << attr->second.value_case() << std::endl;
+          std::cout << "\t\tKey: " << attr->first << std::endl;
+          std::cout << "\t\tValue.value_case(): " << attr->second.value_case() << std::endl;
           std::cout << "\t\tPrintDebugString --------------------------------";
           std::cout << std::endl;
           attr->second.PrintDebugString();
-- 
GitLab


From 56a8b3e7d0da3b89b84defdf42f2491f2e6109e3 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 21 Oct 2021 15:54:04 +0200
Subject: [PATCH 200/281] DOC: update documentation

---
 README.md        |  4 ++--
 doc/DOCKERUSE.md | 41 +++++++++++++++++++++++------------------
 2 files changed, 25 insertions(+), 20 deletions(-)

diff --git a/README.md b/README.md
index 2ce6452f..a18961b3 100644
--- a/README.md
+++ b/README.md
@@ -42,8 +42,8 @@ For now you have two options: either use the existing **docker image**, or build
 
 Use the latest image from dockerhub:
 ```
-docker pull mdl4eo/otbtf2.4:cpu
-docker run -u otbuser -v $(pwd):/home/otbuser mdl4eo/otbtf2.4:cpu otbcli_PatchesExtraction -help
+docker pull mdl4eo/otbtf2.5:cpu
+docker run -u otbuser -v $(pwd):/home/otbuser mdl4eo/otbtf2.5:cpu otbcli_PatchesExtraction -help
 ```
 
 Read more in the [docker use documentation](doc/DOCKERUSE.md).
diff --git a/doc/DOCKERUSE.md b/doc/DOCKERUSE.md
index b5108777..fc06761e 100644
--- a/doc/DOCKERUSE.md
+++ b/doc/DOCKERUSE.md
@@ -4,28 +4,33 @@
 
 Here is the list of OTBTF docker images hosted on [dockerhub](https://hub.docker.com/u/mdl4eo).
 
-| Name                          | Os            | TF     | OTB   | Description            |
-| ----------------------------- | ------------- | ------ | ----- | ---------------------- |
-| **mdl4eo/otbtf1.6:cpu**       | Ubuntu Xenial | r1.14  | 7.0.0 | CPU, no optimization   |
-| **mdl4eo/otbtf1.7:cpu**       | Ubuntu Xenial | r1.14  | 7.0.0 | CPU, no optimization   |
-| **mdl4eo/otbtf1.7:gpu**       | Ubuntu Xenial | r1.14  | 7.0.0 | GPU                    |
-| **mdl4eo/otbtf2.0:cpu**       | Ubuntu Xenial | r2.1   | 7.1.0 | CPU, no optimization   |
-| **mdl4eo/otbtf2.0:gpu**       | Ubuntu Xenial | r2.1   | 7.1.0 | GPU                    |
-| **mdl4eo/otbtf2.4:cpu-basic** | Ubuntu Focal  | r2.4.1 | 7.2.0 | CPU, no optimization   |
-| **mdl4eo/otbtf2.4:cpu**       | Ubuntu Focal  | r2.4.1 | 7.2.0 | CPU, few optimizations |
-| **mdl4eo/otbtf2.4:cpu-mkl**   | Ubuntu Focal  | r2.4.1 | 7.2.0 | CPU, Intel MKL, AVX512 |
-| **mdl4eo/otbtf2.4:gpu**       | Ubuntu Focal  | r2.4.1 | 7.2.0 | GPU                    |
+| Name                              | Os            | TF     | OTB   | Description            | Dev files | Compute capability |
+| --------------------------------- | ------------- | ------ | ----- | ---------------------- | --------- | ------------------ |
+| **mdl4eo/otbtf1.6:cpu**           | Ubuntu Xenial | r1.14  | 7.0.0 | CPU, no optimization   | yes       | 5.2,6.1,7.0        |
+| **mdl4eo/otbtf1.7:cpu**           | Ubuntu Xenial | r1.14  | 7.0.0 | CPU, no optimization   | yes       | 5.2,6.1,7.0        |
+| **mdl4eo/otbtf1.7:gpu**           | Ubuntu Xenial | r1.14  | 7.0.0 | GPU                    | yes       | 5.2,6.1,7.0        |
+| **mdl4eo/otbtf2.0:cpu**           | Ubuntu Xenial | r2.1   | 7.1.0 | CPU, no optimization   | yes       | 5.2,6.1,7.0,7.5    |
+| **mdl4eo/otbtf2.0:gpu**           | Ubuntu Xenial | r2.1   | 7.1.0 | GPU                    | yes       | 5.2,6.1,7.0,7.5    |
+| **mdl4eo/otbtf2.4:cpu-basic**     | Ubuntu Focal  | r2.4.1 | 7.2.0 | CPU, no optimization   | yes       | 5.2,6.1,7.0,7.5    |
+| **mdl4eo/otbtf2.4:cpu**           | Ubuntu Focal  | r2.4.1 | 7.2.0 | CPU, few optimizations | no        | 5.2,6.1,7.0,7.5    |
+| **mdl4eo/otbtf2.4:cpu-mkl**       | Ubuntu Focal  | r2.4.1 | 7.2.0 | CPU, Intel MKL, AVX512 | yes       | 5.2,6.1,7.0,7.5    |
+| **mdl4eo/otbtf2.4:gpu**           | Ubuntu Focal  | r2.4.1 | 7.2.0 | GPU                    | yes       | 5.2,6.1,7.0,7.5    |
+| **mdl4eo/otbtf2.5:cpu-basic**     | Ubuntu Focal  | r2.5   | 7.4.0 | CPU, no optimization   | no        | 5.2,6.1,7.0,7.5,8.6|
+| **mdl4eo/otbtf2.5:cpu-basic-dev** | Ubuntu Focal  | r2.5   | 7.4.0 | CPU, no optimization (dev) |  yes  | 5.2,6.1,7.0,7.5,8.6|
+| **mdl4eo/otbtf2.5:cpu**           | Ubuntu Focal  | r2.5   | 7.4.0 | CPU, few optimization  | no        | 5.2,6.1,7.0,7.5,8.6|
+| **mdl4eo/otbtf2.5:gpu**           | Ubuntu Focal  | r2.5   | 7.4.0 | GPU                    | no        | 5.2,6.1,7.0,7.5,8.6|
+| **mdl4eo/otbtf2.5:gpu-dev**       | Ubuntu Focal  | r2.5   | 7.4.0 | GPU (dev)              | yes       | 5.2,6.1,7.0,7.5,8.6|
 
 - `cpu` tagged docker images are compiled without optimization.
-- `gpu` tagged docker images are suited for **NVIDIA GPUs**. They use CUDA/CUDNN support and are built with compute capabilities 5.2, 6.1, 7.0, 7.5. 
+- `gpu` tagged docker images are suited for **NVIDIA GPUs**. They use CUDA/CUDNN support. 
 - `cpu-mkl` tagged docker image is experimental, it is optimized for Intel CPUs with AVX512 flags.
 
-You can also find plenty of interesting OTBTF flavored images at [LaTelescop gitlab registry](https://gitlab.com/latelescop/docker/otbtf/container_registry/).
+You can also find more interesting OTBTF flavored images at [LaTelescop gitlab registry](https://gitlab.com/latelescop/docker/otbtf/container_registry/).
 
 ### Development ready images
 
-Until r2.4, all images are development-ready. For instance, you can recompile the whole OTB from `/work/otb/build/OTB/build`.
-Since r2.4, only `gpu` tagged image is development-ready, and you can recompile OTB from `/src/otb/build/OTB/build`.
+Until r2.4, all images are development-ready, and the sources are located in `/work/`.
+Since r2.4, development-ready images have the source in `/src/`.
 
 ### Build your own images
 
@@ -40,7 +45,7 @@ For instance, suppose you have some data in `/mnt/my_device/` that you want to u
 The following command shows you how to access the folder from the docker image.
 
 ```bash
-docker run -v /mnt/my_device/:/data/ -ti mdl4eo/otbtf2.4:cpu bash -c "ls /data"
+docker run -v /mnt/my_device/:/data/ -ti mdl4eo/otbtf2.5:cpu bash -c "ls /data"
 ```
 Beware of ownership issues! see the last section of this doc.
 
@@ -53,13 +58,13 @@ You can then use the OTBTF `gpu` tagged docker images with the **NVIDIA runtime*
 With Docker version earlier than 19.03 :
 
 ```bash
-docker run --runtime=nvidia -ti mdl4eo/otbtf2.4:gpu bash
+docker run --runtime=nvidia -ti mdl4eo/otbtf2.5:gpu bash
 ```
 
 With Docker version including and after 19.03 :
 
 ```bash
-docker run --gpus all -ti mdl4eo/otbtf2.4:gpu bash
+docker run --gpus all -ti mdl4eo/otbtf2.5:gpu bash
 ```
 
 You can find some details on the **GPU docker image** and some **docker tips and tricks** on [this blog](https://mdl4eo.irstea.fr/2019/10/15/otbtf-docker-image-with-gpu/). 
-- 
GitLab


From 3e73699fb615bb6e314537126912ffd93b1da4c8 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?R=C3=A9mi=20Cresson?= <remi.cresson@teledetection.fr>
Date: Thu, 21 Oct 2021 16:04:08 +0200
Subject: [PATCH 201/281] DOC: Update docker use

---
 doc/DOCKERUSE.md | 51 ++++++++++++++++++++++++++----------------------
 1 file changed, 28 insertions(+), 23 deletions(-)

diff --git a/doc/DOCKERUSE.md b/doc/DOCKERUSE.md
index b5108777..8d326c27 100644
--- a/doc/DOCKERUSE.md
+++ b/doc/DOCKERUSE.md
@@ -4,28 +4,33 @@
 
 Here is the list of OTBTF docker images hosted on [dockerhub](https://hub.docker.com/u/mdl4eo).
 
-| Name                          | Os            | TF     | OTB   | Description            |
-| ----------------------------- | ------------- | ------ | ----- | ---------------------- |
-| **mdl4eo/otbtf1.6:cpu**       | Ubuntu Xenial | r1.14  | 7.0.0 | CPU, no optimization   |
-| **mdl4eo/otbtf1.7:cpu**       | Ubuntu Xenial | r1.14  | 7.0.0 | CPU, no optimization   |
-| **mdl4eo/otbtf1.7:gpu**       | Ubuntu Xenial | r1.14  | 7.0.0 | GPU                    |
-| **mdl4eo/otbtf2.0:cpu**       | Ubuntu Xenial | r2.1   | 7.1.0 | CPU, no optimization   |
-| **mdl4eo/otbtf2.0:gpu**       | Ubuntu Xenial | r2.1   | 7.1.0 | GPU                    |
-| **mdl4eo/otbtf2.4:cpu-basic** | Ubuntu Focal  | r2.4.1 | 7.2.0 | CPU, no optimization   |
-| **mdl4eo/otbtf2.4:cpu**       | Ubuntu Focal  | r2.4.1 | 7.2.0 | CPU, few optimizations |
-| **mdl4eo/otbtf2.4:cpu-mkl**   | Ubuntu Focal  | r2.4.1 | 7.2.0 | CPU, Intel MKL, AVX512 |
-| **mdl4eo/otbtf2.4:gpu**       | Ubuntu Focal  | r2.4.1 | 7.2.0 | GPU                    |
+| Name                              | Os            | TF     | OTB   | Description            | Dev files | Compute capability |
+| --------------------------------- | ------------- | ------ | ----- | ---------------------- | --------- | ------------------ |
+| **mdl4eo/otbtf1.6:cpu**           | Ubuntu Xenial | r1.14  | 7.0.0 | CPU, no optimization   | yes       | 5.2,6.1,7.0        |
+| **mdl4eo/otbtf1.7:cpu**           | Ubuntu Xenial | r1.14  | 7.0.0 | CPU, no optimization   | yes       | 5.2,6.1,7.0        |
+| **mdl4eo/otbtf1.7:gpu**           | Ubuntu Xenial | r1.14  | 7.0.0 | GPU                    | yes       | 5.2,6.1,7.0        |
+| **mdl4eo/otbtf2.0:cpu**           | Ubuntu Xenial | r2.1   | 7.1.0 | CPU, no optimization   | yes       | 5.2,6.1,7.0,7.5    |
+| **mdl4eo/otbtf2.0:gpu**           | Ubuntu Xenial | r2.1   | 7.1.0 | GPU                    | yes       | 5.2,6.1,7.0,7.5    |
+| **mdl4eo/otbtf2.4:cpu-basic**     | Ubuntu Focal  | r2.4.1 | 7.2.0 | CPU, no optimization   | yes       | 5.2,6.1,7.0,7.5    |
+| **mdl4eo/otbtf2.4:cpu**           | Ubuntu Focal  | r2.4.1 | 7.2.0 | CPU, few optimizations | no        | 5.2,6.1,7.0,7.5    |
+| **mdl4eo/otbtf2.4:cpu-mkl**       | Ubuntu Focal  | r2.4.1 | 7.2.0 | CPU, Intel MKL, AVX512 | yes       | 5.2,6.1,7.0,7.5    |
+| **mdl4eo/otbtf2.4:gpu**           | Ubuntu Focal  | r2.4.1 | 7.2.0 | GPU                    | yes       | 5.2,6.1,7.0,7.5    |
+| **mdl4eo/otbtf2.5:cpu-basic**     | Ubuntu Focal  | r2.5   | 7.4.0 | CPU, no optimization   | no        | 5.2,6.1,7.0,7.5,8.6|
+| **mdl4eo/otbtf2.5:cpu-basic-dev** | Ubuntu Focal  | r2.5   | 7.4.0 | CPU, no optimization (dev) |  yes  | 5.2,6.1,7.0,7.5,8.6|
+| **mdl4eo/otbtf2.5:cpu**           | Ubuntu Focal  | r2.5   | 7.4.0 | CPU, few optimization  | no        | 5.2,6.1,7.0,7.5,8.6|
+| **mdl4eo/otbtf2.5:gpu**           | Ubuntu Focal  | r2.5   | 7.4.0 | GPU                    | no        | 5.2,6.1,7.0,7.5,8.6|
+| **mdl4eo/otbtf2.5:gpu-dev**       | Ubuntu Focal  | r2.5   | 7.4.0 | GPU (dev)              | yes       | 5.2,6.1,7.0,7.5,8.6|
 
 - `cpu` tagged docker images are compiled without optimization.
-- `gpu` tagged docker images are suited for **NVIDIA GPUs**. They use CUDA/CUDNN support and are built with compute capabilities 5.2, 6.1, 7.0, 7.5. 
+- `gpu` tagged docker images are suited for **NVIDIA GPUs**. They use CUDA/CUDNN support. 
 - `cpu-mkl` tagged docker image is experimental, it is optimized for Intel CPUs with AVX512 flags.
 
-You can also find plenty of interesting OTBTF flavored images at [LaTelescop gitlab registry](https://gitlab.com/latelescop/docker/otbtf/container_registry/).
+You can also find more interesting OTBTF flavored images at [LaTelescop gitlab registry](https://gitlab.com/latelescop/docker/otbtf/container_registry/).
 
 ### Development ready images
 
-Until r2.4, all images are development-ready. For instance, you can recompile the whole OTB from `/work/otb/build/OTB/build`.
-Since r2.4, only `gpu` tagged image is development-ready, and you can recompile OTB from `/src/otb/build/OTB/build`.
+Until r2.4, all images are development-ready, and the sources are located in `/work/`.
+Since r2.4, development-ready images have the source in `/src/`.
 
 ### Build your own images
 
@@ -40,7 +45,7 @@ For instance, suppose you have some data in `/mnt/my_device/` that you want to u
 The following command shows you how to access the folder from the docker image.
 
 ```bash
-docker run -v /mnt/my_device/:/data/ -ti mdl4eo/otbtf2.4:cpu bash -c "ls /data"
+docker run -v /mnt/my_device/:/data/ -ti mdl4eo/otbtf2.5:cpu bash -c "ls /data"
 ```
 Beware of ownership issues! see the last section of this doc.
 
@@ -53,13 +58,13 @@ You can then use the OTBTF `gpu` tagged docker images with the **NVIDIA runtime*
 With Docker version earlier than 19.03 :
 
 ```bash
-docker run --runtime=nvidia -ti mdl4eo/otbtf2.4:gpu bash
+docker run --runtime=nvidia -ti mdl4eo/otbtf2.5:gpu bash
 ```
 
 With Docker version including and after 19.03 :
 
 ```bash
-docker run --gpus all -ti mdl4eo/otbtf2.4:gpu bash
+docker run --gpus all -ti mdl4eo/otbtf2.5:gpu bash
 ```
 
 You can find some details on the **GPU docker image** and some **docker tips and tricks** on [this blog](https://mdl4eo.irstea.fr/2019/10/15/otbtf-docker-image-with-gpu/). 
@@ -72,7 +77,7 @@ Be careful though, these infos might be a bit outdated...
 1. Install [WSL2](https://docs.microsoft.com/en-us/windows/wsl/install-win10#manual-installation-steps) (Windows Subsystem for Linux)
 2. Install [docker desktop](https://www.docker.com/products/docker-desktop)
 3. Start **docker desktop** and **enable WSL2** from *Settings* > *General* then tick the box *Use the WSL2 based engine*
-3. Open a **cmd.exe** or **PowerShell** terminal, and type `docker create --name otbtf-cpu --interactive --tty mdl4eo/otbtf2.4:cpu`
+3. Open a **cmd.exe** or **PowerShell** terminal, and type `docker create --name otbtf-cpu --interactive --tty mdl4eo/otbtf2.5:cpu`
 4. Open **docker desktop**, and check that the docker is running in the **Container/Apps** menu
 ![Docker desktop, after the docker image is downloaded and ready to use](images/docker_desktop_1.jpeg)
 5. From **docker desktop**, click on the icon highlighted as shown below, and use the bash terminal that should pop up!
@@ -121,12 +126,12 @@ sudo systemctl {status,enable,disable,start,stop} docker
 Run a simple command in a one-shot container:
 
 ```bash
-docker run mdl4eo/otbtf2.4:cpu otbcli_PatchesExtraction
+docker run mdl4eo/otbtf2.5:cpu otbcli_PatchesExtraction
 ```
 
 You can also use the image in interactive mode with bash:
 ```bash
-docker run -ti mdl4eo/otbtf2.4:cpu bash
+docker run -ti mdl4eo/otbtf2.5:cpu bash
 ```
 
 ### Persistent container
@@ -136,7 +141,7 @@ Beware of ownership issues, see the last section of this doc.
 
 ```bash
 docker create --interactive --tty --volume /home/$USER:/home/otbuser/ \
-    --name otbtf mdl4eo/otbtf2.4:cpu /bin/bash
+    --name otbtf mdl4eo/otbtf2.5:cpu /bin/bash
 ```
 
 ### Interactive session
@@ -200,7 +205,7 @@ Create a named container (here with your HOME as volume), Docker will automatica
 
 ```bash
 docker create --interactive --tty --volume /home/$USER:/home/otbuser \
-    --name otbtf mdl4eo/otbtf2.4:cpu /bin/bash
+    --name otbtf mdl4eo/otbtf2.5:cpu /bin/bash
 ```
 
 Start a background container process:
-- 
GitLab


From 6d6d81fdf486b9d391b553041856024a2cce2f84 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?R=C3=A9mi=20Cresson?= <remi.cresson@teledetection.fr>
Date: Thu, 21 Oct 2021 16:05:05 +0200
Subject: [PATCH 202/281] DOC: update readme

---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 2ce6452f..a18961b3 100644
--- a/README.md
+++ b/README.md
@@ -42,8 +42,8 @@ For now you have two options: either use the existing **docker image**, or build
 
 Use the latest image from dockerhub:
 ```
-docker pull mdl4eo/otbtf2.4:cpu
-docker run -u otbuser -v $(pwd):/home/otbuser mdl4eo/otbtf2.4:cpu otbcli_PatchesExtraction -help
+docker pull mdl4eo/otbtf2.5:cpu
+docker run -u otbuser -v $(pwd):/home/otbuser mdl4eo/otbtf2.5:cpu otbcli_PatchesExtraction -help
 ```
 
 Read more in the [docker use documentation](doc/DOCKERUSE.md).
-- 
GitLab


From 83e58ac1dd72fd819da35cbd0699fd12f5db63cf Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicolas=20Nar=C3=A7on?= <nicolas.narcon@inrae.fr>
Date: Thu, 21 Oct 2021 18:41:22 +0200
Subject: [PATCH 203/281] ENH: add debug info when searching for layer inside
 the model

---
 include/otbTensorflowGraphOperations.cxx | 10 +++++++++-
 1 file changed, 9 insertions(+), 1 deletion(-)

diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index 6d2b49cc..2f410ba6 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -83,6 +83,14 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
   dataTypes.clear();
   dataTypes.reserve(tensorsNames.size());
 
+  itkDebugMacro("Nodes contained in the model: ");
+  int i = 0;
+  for (auto const & layer : layers)
+    {
+      itkDebugMacro("Node "<< i << " inside the model: " << layer.first);
+      i+=1;
+    }
+
   // Get infos
   for (std::vector<std::string>::iterator nameIt = tensorsNames.begin();
       nameIt != tensorsNames.end(); ++nameIt)
@@ -99,7 +107,7 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
         found = true;
         const tensorflow::TensorInfo& tensor_info = layer.second;
 
-        itkDebugMacro("Found : " << layername << " in the model");
+        itkDebugMacro("Found: " << layername << " in the model");
 
         // Set default to DT_FLOAT
         tensorflow::DataType ts_dt = tensorflow::DT_FLOAT;
-- 
GitLab


From c9274d6ddf14967ba45ed63aaa75169cce7ab018 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Fri, 22 Oct 2021 12:16:47 +0200
Subject: [PATCH 204/281] FIX: input vector as user placeholder

---
 include/otbTensorflowCopyUtils.cxx | 10 ++++++----
 1 file changed, 6 insertions(+), 4 deletions(-)

diff --git a/include/otbTensorflowCopyUtils.cxx b/include/otbTensorflowCopyUtils.cxx
index 7b3cb969..867dbe37 100644
--- a/include/otbTensorflowCopyUtils.cxx
+++ b/include/otbTensorflowCopyUtils.cxx
@@ -43,6 +43,7 @@ PrintTensorInfos(const tensorflow::Tensor & tensor)
   s << "shape is " << PrintTensorShape(tensor.shape());
   // Data type
   s << " data type is " << tensor.dtype();
+  s << " (" << tf::GetDataTypeAsString(tensor.dtype()) << ")";
   return s.str();
 }
 
@@ -342,7 +343,7 @@ ValueToTensor(std::string value)
   }
 
   // Create tensor
-  tensorflow::TensorShape shape({});
+  tensorflow::TensorShape shape({values.size()});
   tensorflow::Tensor      out(tensorflow::DT_BOOL, shape);
   if (is_digit)
   {
@@ -364,7 +365,7 @@ ValueToTensor(std::string value)
         // FLOAT
         try
         {
-          out.scalar<float>()(idx) = std::stof(val);
+          out.flat<float>()(idx) = std::stof(val);
         }
         catch (...)
         {
@@ -376,7 +377,7 @@ ValueToTensor(std::string value)
         // INT
         try
         {
-          out.scalar<int>()(idx) = std::stoi(val);
+          out.flat<int>()(idx) = std::stoi(val);
         }
         catch (...)
         {
@@ -400,10 +401,11 @@ ValueToTensor(std::string value)
       {
         itkGenericExceptionMacro("Error parsing value \"" << val << "\" as bool");
       }
-      out.scalar<bool>()(idx) = ret;
+      out.flat<bool>()(idx) = ret;
     }
     idx++;
   }
+  itkDebugMacro("Returning tensor: "<< out.DebugString());
 
   return out;
 }
-- 
GitLab


From d17fd8a01f3301822255133e0f7872c8e74e0435 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Fri, 22 Oct 2021 12:17:15 +0200
Subject: [PATCH 205/281] ADD: GetDataTypeAsString() to help debugging

---
 include/otbTensorflowDataTypeBridge.cxx | 8 ++++++++
 include/otbTensorflowDataTypeBridge.h   | 3 +++
 2 files changed, 11 insertions(+)

diff --git a/include/otbTensorflowDataTypeBridge.cxx b/include/otbTensorflowDataTypeBridge.cxx
index cccc73f0..fe0237fb 100644
--- a/include/otbTensorflowDataTypeBridge.cxx
+++ b/include/otbTensorflowDataTypeBridge.cxx
@@ -80,5 +80,13 @@ bool HasSameDataType(const tensorflow::Tensor & tensor)
   return GetTensorflowDataType<Type>() == tensor.dtype();
 }
 
+//
+// Return the datatype as string
+//
+tensorflow::string GetDataTypeAsString(tensorflow::DataType dt)
+{
+  return tensorflow::DataTypeString(dt);
+}
+
 } // end namespace tf
 } // end namespace otb
diff --git a/include/otbTensorflowDataTypeBridge.h b/include/otbTensorflowDataTypeBridge.h
index 375a7645..9f876055 100644
--- a/include/otbTensorflowDataTypeBridge.h
+++ b/include/otbTensorflowDataTypeBridge.h
@@ -27,6 +27,9 @@ tensorflow::DataType GetTensorflowDataType();
 template<class Type>
 bool HasSameDataType(const tensorflow::Tensor & tensor);
 
+// Return datatype as string
+tensorflow::string GetDataTypeAsString(tensorflow::DataType dt);
+
 } // end namespace tf
 } // end namespace otb
 
-- 
GitLab


From e9170e1b0e031324ac2477d143a7cbf0d2c0be9f Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Fri, 22 Oct 2021 12:17:50 +0200
Subject: [PATCH 206/281] ADD: more explicit debug message, with help to list
 inputs/outputs of the savedmodel

---
 include/otbTensorflowGraphOperations.cxx | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index 6d2b49cc..48984618 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -117,7 +117,10 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
 
     if (!found)
     {
-      itkGenericExceptionMacro("Tensor name \"" << (*nameIt) << "\" not found" );
+      itkGenericExceptionMacro("Tensor name \"" << (*nameIt) << "\" not found. \n" <<
+                               "You can list all inputs/outputs of your SavedModel by " <<
+                               "running: \n\t `saved_model_cli show --dir your_model_dir --all`");
+
     }
   } // next tensor name
 }
-- 
GitLab


From 836213364c038c477c15581ed15fb06eeaa2465e Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Fri, 22 Oct 2021 12:18:18 +0200
Subject: [PATCH 207/281] ADD: normalize debug report

---
 include/otbTensorflowMultisourceModelBase.hxx | 9 +++++----
 1 file changed, 5 insertions(+), 4 deletions(-)

diff --git a/include/otbTensorflowMultisourceModelBase.hxx b/include/otbTensorflowMultisourceModelBase.hxx
index 90831edd..7fc18ea0 100644
--- a/include/otbTensorflowMultisourceModelBase.hxx
+++ b/include/otbTensorflowMultisourceModelBase.hxx
@@ -36,8 +36,9 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
   // Else, choose the first one
   if (signatures.size() == 0)
   {
-    itkExceptionMacro("There are no available signatures for this tag-set  \n" <<
-                      "Please check which tag-set to use by running `saved_model_cli show --dir your_model_dir --all`");
+    itkExceptionMacro("There are no available signatures for this tag-set. \n" <<
+                      "Please check which tag-set to use by running  "<<
+                      "`saved_model_cli show --dir your_model_dir --all`");
   }
 
   if (signatures.contains(tensorflow::kDefaultServingSignatureDefKey))
@@ -81,14 +82,14 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
     const RegionType reqRegion = inputPtr->GetRequestedRegion();
     debugReport << "Input #" << i << ":\n";
     debugReport << "Requested region: " << reqRegion << "\n";
-    debugReport << "Tensor shape (\"" << inputs[i].first << "\": " << tf::PrintTensorShape(inputs[i].second.shape()) << "\n";
+    debugReport << "Tensor \"" << inputs[i].first << "\": " << tf::PrintTensorInfos(inputs[i].second) << "\n";
   }
 
   // Show user placeholders
   debugReport << "User placeholders:\n" ;
   for (auto& dict: this->GetUserPlaceholders())
   {
-    debugReport << dict.first << " " << tf::PrintTensorInfos(dict.second) << "\n" << std::endl;
+    debugReport << "Tensor \"" << dict.first << "\": " << tf::PrintTensorInfos(dict.second) << "\n" << std::endl;
   }
 
   return debugReport;
-- 
GitLab


From dc06b46747f94477ffc8f8213f852b8c9bd1e7a0 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Fri, 22 Oct 2021 14:01:08 +0200
Subject: [PATCH 208/281] TEST: update docker image to OTBTF 2.5

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 4b9fe883..f4e80cb6 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,4 +1,4 @@
-image: gitlab-registry.irstea.fr/remi.cresson/otbtf:2.4-cpu-basic-testing
+image: mdl4eo/otbtf2.5:cpu-basic-dev
 
 variables:
     OTB_BUILD: /src/otb/build/OTB/build  # Local OTB build directory
-- 
GitLab


From 1264a7352a396ca17f6eb8204e33b606d79bd45e Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Fri, 22 Oct 2021 14:12:39 +0200
Subject: [PATCH 209/281] DOC: update licence

---
 LICENSE | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/LICENSE b/LICENSE
index a1a86c14..236ca028 100644
--- a/LICENSE
+++ b/LICENSE
@@ -188,7 +188,7 @@
       identification within third-party archives.
 
    Copyright 2018-2019 Rémi Cresson (IRSTEA)
-   Copyright 2020 Rémi Cresson (INRAE)
+   Copyright 2020-2021 Rémi Cresson (INRAE)
 
    Licensed under the Apache License, Version 2.0 (the "License");
    you may not use this file except in compliance with the License.
-- 
GitLab


From 9ecf4deef8f98299dc4b869a8c0bf4615eb8b726 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Fri, 22 Oct 2021 14:13:23 +0200
Subject: [PATCH 210/281] DOC: normalize copyright headers

---
 include/otbTensorflowCommon.h                         | 4 ++--
 include/otbTensorflowCopyUtils.cxx                    | 4 ++--
 include/otbTensorflowCopyUtils.h                      | 4 ++--
 include/otbTensorflowDataTypeBridge.cxx               | 4 ++--
 include/otbTensorflowDataTypeBridge.h                 | 4 ++--
 include/otbTensorflowGraphOperations.cxx              | 4 ++--
 include/otbTensorflowGraphOperations.h                | 4 ++--
 include/otbTensorflowMultisourceModelBase.h           | 4 ++--
 include/otbTensorflowMultisourceModelBase.hxx         | 4 ++--
 include/otbTensorflowMultisourceModelFilter.h         | 4 ++--
 include/otbTensorflowMultisourceModelFilter.hxx       | 4 ++--
 include/otbTensorflowMultisourceModelLearningBase.h   | 4 ++--
 include/otbTensorflowMultisourceModelLearningBase.hxx | 4 ++--
 include/otbTensorflowMultisourceModelTrain.hxx        | 4 ++--
 include/otbTensorflowMultisourceModelValidate.h       | 4 ++--
 include/otbTensorflowMultisourceModelValidate.hxx     | 4 ++--
 include/otbTensorflowSampler.h                        | 4 ++--
 include/otbTensorflowSampler.hxx                      | 4 ++--
 include/otbTensorflowSamplingUtils.cxx                | 4 ++--
 include/otbTensorflowSamplingUtils.h                  | 4 ++--
 include/otbTensorflowSource.h                         | 4 ++--
 include/otbTensorflowSource.hxx                       | 4 ++--
 include/otbTensorflowStreamerFilter.h                 | 4 ++--
 include/otbTensorflowStreamerFilter.hxx               | 4 ++--
 test/otbTensorflowCopyUtilsTests.cxx                  | 1 -
 test/otbTensorflowTests.cxx                           | 1 -
 26 files changed, 48 insertions(+), 50 deletions(-)

diff --git a/include/otbTensorflowCommon.h b/include/otbTensorflowCommon.h
index 3893b6c5..512ff5d9 100644
--- a/include/otbTensorflowCommon.h
+++ b/include/otbTensorflowCommon.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 IRSTEA
-  Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowCopyUtils.cxx b/include/otbTensorflowCopyUtils.cxx
index 867dbe37..4ac1cf2e 100644
--- a/include/otbTensorflowCopyUtils.cxx
+++ b/include/otbTensorflowCopyUtils.cxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 IRSTEA
-  Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowCopyUtils.h b/include/otbTensorflowCopyUtils.h
index 78a15c8c..91cddef5 100644
--- a/include/otbTensorflowCopyUtils.h
+++ b/include/otbTensorflowCopyUtils.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 IRSTEA
-  Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowDataTypeBridge.cxx b/include/otbTensorflowDataTypeBridge.cxx
index fe0237fb..0a9eded8 100644
--- a/include/otbTensorflowDataTypeBridge.cxx
+++ b/include/otbTensorflowDataTypeBridge.cxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 IRSTEA
-  Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowDataTypeBridge.h b/include/otbTensorflowDataTypeBridge.h
index 9f876055..bce9791f 100644
--- a/include/otbTensorflowDataTypeBridge.h
+++ b/include/otbTensorflowDataTypeBridge.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 IRSTEA
-  Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index e756cb1a..3a4a4402 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 IRSTEA
-  Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowGraphOperations.h b/include/otbTensorflowGraphOperations.h
index 6fac377d..61c92411 100644
--- a/include/otbTensorflowGraphOperations.h
+++ b/include/otbTensorflowGraphOperations.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 IRSTEA
-  Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowMultisourceModelBase.h b/include/otbTensorflowMultisourceModelBase.h
index 2b4b8584..693a150d 100644
--- a/include/otbTensorflowMultisourceModelBase.h
+++ b/include/otbTensorflowMultisourceModelBase.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 IRSTEA
-  Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowMultisourceModelBase.hxx b/include/otbTensorflowMultisourceModelBase.hxx
index 7fc18ea0..a79236d5 100644
--- a/include/otbTensorflowMultisourceModelBase.hxx
+++ b/include/otbTensorflowMultisourceModelBase.hxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 IRSTEA
-  Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowMultisourceModelFilter.h b/include/otbTensorflowMultisourceModelFilter.h
index 713682a9..74200eb6 100644
--- a/include/otbTensorflowMultisourceModelFilter.h
+++ b/include/otbTensorflowMultisourceModelFilter.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 IRSTEA
-  Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowMultisourceModelFilter.hxx b/include/otbTensorflowMultisourceModelFilter.hxx
index b37a5529..43b6ed76 100644
--- a/include/otbTensorflowMultisourceModelFilter.hxx
+++ b/include/otbTensorflowMultisourceModelFilter.hxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 IRSTEA
-  Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowMultisourceModelLearningBase.h b/include/otbTensorflowMultisourceModelLearningBase.h
index 720e52e6..6e4c571d 100644
--- a/include/otbTensorflowMultisourceModelLearningBase.h
+++ b/include/otbTensorflowMultisourceModelLearningBase.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 IRSTEA
-  Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowMultisourceModelLearningBase.hxx b/include/otbTensorflowMultisourceModelLearningBase.hxx
index 29f03809..49ba00df 100644
--- a/include/otbTensorflowMultisourceModelLearningBase.hxx
+++ b/include/otbTensorflowMultisourceModelLearningBase.hxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 IRSTEA
-  Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowMultisourceModelTrain.hxx b/include/otbTensorflowMultisourceModelTrain.hxx
index af54cb71..23bb4e57 100644
--- a/include/otbTensorflowMultisourceModelTrain.hxx
+++ b/include/otbTensorflowMultisourceModelTrain.hxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 IRSTEA
-  Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowMultisourceModelValidate.h b/include/otbTensorflowMultisourceModelValidate.h
index 25eb5d89..ce9fd45c 100644
--- a/include/otbTensorflowMultisourceModelValidate.h
+++ b/include/otbTensorflowMultisourceModelValidate.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 IRSTEA
-  Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowMultisourceModelValidate.hxx b/include/otbTensorflowMultisourceModelValidate.hxx
index a3994a4c..84cf3d9a 100644
--- a/include/otbTensorflowMultisourceModelValidate.hxx
+++ b/include/otbTensorflowMultisourceModelValidate.hxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 IRSTEA
-  Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowSampler.h b/include/otbTensorflowSampler.h
index 3fd9aafe..ffd6af61 100644
--- a/include/otbTensorflowSampler.h
+++ b/include/otbTensorflowSampler.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 IRSTEA
-  Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowSampler.hxx b/include/otbTensorflowSampler.hxx
index 9ad9539e..752a4a16 100644
--- a/include/otbTensorflowSampler.hxx
+++ b/include/otbTensorflowSampler.hxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 IRSTEA
-  Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowSamplingUtils.cxx b/include/otbTensorflowSamplingUtils.cxx
index eb799c2c..5a68cdb2 100644
--- a/include/otbTensorflowSamplingUtils.cxx
+++ b/include/otbTensorflowSamplingUtils.cxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 IRSTEA
-  Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowSamplingUtils.h b/include/otbTensorflowSamplingUtils.h
index 2eb29c0c..ab808a25 100644
--- a/include/otbTensorflowSamplingUtils.h
+++ b/include/otbTensorflowSamplingUtils.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 IRSTEA
-  Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowSource.h b/include/otbTensorflowSource.h
index 56a1b931..ddec24b5 100644
--- a/include/otbTensorflowSource.h
+++ b/include/otbTensorflowSource.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 IRSTEA
-  Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowSource.hxx b/include/otbTensorflowSource.hxx
index 15b847e6..deb8abd2 100644
--- a/include/otbTensorflowSource.hxx
+++ b/include/otbTensorflowSource.hxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 IRSTEA
-  Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowStreamerFilter.h b/include/otbTensorflowStreamerFilter.h
index 6b790f3b..6aba8656 100644
--- a/include/otbTensorflowStreamerFilter.h
+++ b/include/otbTensorflowStreamerFilter.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 IRSTEA
-  Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowStreamerFilter.hxx b/include/otbTensorflowStreamerFilter.hxx
index 5db02ab7..b323047b 100644
--- a/include/otbTensorflowStreamerFilter.hxx
+++ b/include/otbTensorflowStreamerFilter.hxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) 2018-2019 IRSTEA
-  Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/test/otbTensorflowCopyUtilsTests.cxx b/test/otbTensorflowCopyUtilsTests.cxx
index b4a72973..668b8701 100644
--- a/test/otbTensorflowCopyUtilsTests.cxx
+++ b/test/otbTensorflowCopyUtilsTests.cxx
@@ -9,7 +9,6 @@
      PURPOSE.  See the above copyright notices for more information.
 
 =========================================================================*/
-
 #include "otbTensorflowCopyUtils.h"
 #include "tensorflow/core/framework/tensor.h"
 #include "tensorflow/core/framework/tensor_shape.h"
diff --git a/test/otbTensorflowTests.cxx b/test/otbTensorflowTests.cxx
index 135e0474..c4989121 100644
--- a/test/otbTensorflowTests.cxx
+++ b/test/otbTensorflowTests.cxx
@@ -9,7 +9,6 @@
      PURPOSE.  See the above copyright notices for more information.
 
 =========================================================================*/
-
 #include "otbTestMain.h"
 
 void RegisterTests()
-- 
GitLab


From b8defdcfd313b38a7de025372b790c7cf38e2496 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Fri, 22 Oct 2021 14:15:31 +0200
Subject: [PATCH 211/281] TEST: back to use internal image since headers for
 tags aren't ready yet in otbtf2.x images

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index f4e80cb6..4b9fe883 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,4 +1,4 @@
-image: mdl4eo/otbtf2.5:cpu-basic-dev
+image: gitlab-registry.irstea.fr/remi.cresson/otbtf:2.4-cpu-basic-testing
 
 variables:
     OTB_BUILD: /src/otb/build/OTB/build  # Local OTB build directory
-- 
GitLab


From cc56fd10997500ed662df0731df72efb9f3fb442 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Fri, 22 Oct 2021 14:31:13 +0200
Subject: [PATCH 212/281] FIX: otbTensorflowCopyUtilsTests using flat() instead
 of scalar()

---
 test/otbTensorflowCopyUtilsTests.cxx | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/test/otbTensorflowCopyUtilsTests.cxx b/test/otbTensorflowCopyUtilsTests.cxx
index 668b8701..0f3fabe3 100644
--- a/test/otbTensorflowCopyUtilsTests.cxx
+++ b/test/otbTensorflowCopyUtilsTests.cxx
@@ -34,7 +34,7 @@ int compare(tensorflow::Tensor & t1, tensorflow::Tensor & t2)
     return EXIT_FAILURE;
     }
   for (unsigned int i = 0; i < t1.NumElements(); i++)
-    if (t1.scalar<T>()(i) != t2.scalar<T>()(i))
+    if (t1.flat<T>()(i) != t2.flat<T>()(i))
       {
       std::cout << "scalar " << i << " differ!" << std::endl;
       return EXIT_FAILURE;
@@ -49,7 +49,7 @@ int genericValueToTensorTest(tensorflow::DataType dt, std::string expr, T value)
 {
   tensorflow::Tensor t = otb::tf::ValueToTensor(expr);
   tensorflow::Tensor t_ref(dt, tensorflow::TensorShape({}));
-  t_ref.scalar<T>()() = value;
+  t_ref.flat<T>()() = value;
 
   return compare<T>(t, t_ref);
 }
@@ -82,7 +82,7 @@ int genericVecValueToTensorTest(tensorflow::DataType dt, std::string expr, std::
   unsigned int i = 0;
   for (auto value: values)
     {
-    t_ref.scalar<T>()(i) = value;
+    t_ref.flat<T>()(i) = value;
     i++;
     }
 
-- 
GitLab


From 3a815584a30456bcd4541e9b08176973c2b08ebe Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Fri, 22 Oct 2021 14:31:45 +0200
Subject: [PATCH 213/281] DOC: normalize copyright headers

---
 app/otbDensePolygonClassStatistics.cxx | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/app/otbDensePolygonClassStatistics.cxx b/app/otbDensePolygonClassStatistics.cxx
index 8ee2283e..62f9eea9 100644
--- a/app/otbDensePolygonClassStatistics.cxx
+++ b/app/otbDensePolygonClassStatistics.cxx
@@ -1,6 +1,7 @@
 /*=========================================================================
 
-  Copyright (c) Remi Cresson (IRSTEA). All rights reserved.
+     Copyright (c) 2018-2019 IRSTEA
+     Copyright (c) 2020-2020 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
-- 
GitLab


From 83db58860455393161546084a17136c49d597ab0 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Fri, 22 Oct 2021 14:50:34 +0200
Subject: [PATCH 214/281] FIX: TensorflowCopyUtilsTests

---
 test/otbTensorflowCopyUtilsTests.cxx | 21 +++++++++++++++------
 1 file changed, 15 insertions(+), 6 deletions(-)

diff --git a/test/otbTensorflowCopyUtilsTests.cxx b/test/otbTensorflowCopyUtilsTests.cxx
index 0f3fabe3..2b8e7ce7 100644
--- a/test/otbTensorflowCopyUtilsTests.cxx
+++ b/test/otbTensorflowCopyUtilsTests.cxx
@@ -49,7 +49,7 @@ int genericValueToTensorTest(tensorflow::DataType dt, std::string expr, T value)
 {
   tensorflow::Tensor t = otb::tf::ValueToTensor(expr);
   tensorflow::Tensor t_ref(dt, tensorflow::TensorShape({}));
-  t_ref.flat<T>()() = value;
+  t_ref.scalar<T>()() = value;
 
   return compare<T>(t, t_ref);
 }
@@ -75,10 +75,10 @@ int boolValueToTensorTest(int itkNotUsed(argc), char * itkNotUsed(argv)[])
 }
 
 template<typename T>
-int genericVecValueToTensorTest(tensorflow::DataType dt, std::string expr, std::vector<T> values)
+int genericVecValueToTensorTest(tensorflow::DataType dt, std::string expr, std::vector<T> values, std::size_t size)
 {
   tensorflow::Tensor t = otb::tf::ValueToTensor(expr);
-  tensorflow::Tensor t_ref(dt, tensorflow::TensorShape({}));
+  tensorflow::Tensor t_ref(dt, tensorflow::TensorShape({size}));
   unsigned int i = 0;
   for (auto value: values)
     {
@@ -91,17 +91,26 @@ int genericVecValueToTensorTest(tensorflow::DataType dt, std::string expr, std::
 
 int floatVecValueToTensorTest(int itkNotUsed(argc), char * itkNotUsed(argv)[])
 {
-  return genericVecValueToTensorTest<float>(tensorflow::DT_FLOAT, "(0.1234, -1,-20,2.56 ,3.5)", std::vector<float>({0.1234, -1, -20, 2.56 ,3.5}));
+  return genericVecValueToTensorTest<float>(tensorflow::DT_FLOAT,
+                                            "(0.1234, -1,-20,2.56 ,3.5)",
+                                            std::vector<float>({0.1234, -1, -20, 2.56 ,3.5}),
+                                            5);
 }
 
 int intVecValueToTensorTest(int itkNotUsed(argc), char * itkNotUsed(argv)[])
 {
-  return genericVecValueToTensorTest<int>(tensorflow::DT_INT32, "(1234, -1,-20,256 ,35)", std::vector<int>({1234, -1, -20, 256 ,35}));
+  return genericVecValueToTensorTest<int>(tensorflow::DT_INT32,
+                                          "(1234, -1,-20,256 ,35)",
+                                          std::vector<int>({1234, -1, -20, 256 ,35}),
+                                          5);
 }
 
 int boolVecValueToTensorTest(int itkNotUsed(argc), char * itkNotUsed(argv)[])
 {
-  return genericVecValueToTensorTest<bool>(tensorflow::DT_BOOL, "(true, false,True, False)", std::vector<bool>({true, false, true, false}));
+  return genericVecValueToTensorTest<bool>(tensorflow::DT_BOOL,
+                                           "(true, false,True, False)",
+                                           std::vector<bool>({true, false, true, false}),
+                                           5);
 }
 
 
-- 
GitLab


From d47002229a597ba512a5648177011b45eeb3969a Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Fri, 22 Oct 2021 15:03:41 +0200
Subject: [PATCH 215/281] FIX: TensorflowCopyUtilsTests

---
 test/otbTensorflowCopyUtilsTests.cxx | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/test/otbTensorflowCopyUtilsTests.cxx b/test/otbTensorflowCopyUtilsTests.cxx
index 2b8e7ce7..249f16e6 100644
--- a/test/otbTensorflowCopyUtilsTests.cxx
+++ b/test/otbTensorflowCopyUtilsTests.cxx
@@ -48,7 +48,7 @@ template<typename T>
 int genericValueToTensorTest(tensorflow::DataType dt, std::string expr, T value)
 {
   tensorflow::Tensor t = otb::tf::ValueToTensor(expr);
-  tensorflow::Tensor t_ref(dt, tensorflow::TensorShape({}));
+  tensorflow::Tensor t_ref(dt, tensorflow::TensorShape({1}));
   t_ref.scalar<T>()() = value;
 
   return compare<T>(t, t_ref);
@@ -110,7 +110,7 @@ int boolVecValueToTensorTest(int itkNotUsed(argc), char * itkNotUsed(argv)[])
   return genericVecValueToTensorTest<bool>(tensorflow::DT_BOOL,
                                            "(true, false,True, False)",
                                            std::vector<bool>({true, false, true, false}),
-                                           5);
+                                           4);
 }
 
 
-- 
GitLab


From 71750b271573a5ad328e974761c004ea31d95f13 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicolas=20Nar=C3=A7on?= <nicolas.narcon@inrae.fr>
Date: Wed, 27 Oct 2021 15:48:57 +0200
Subject: [PATCH 216/281] WIP: add the possibility for the user not to specify
 the input/output placeholder names + Some refactoring

---
 app/otbTensorflowModelServe.cxx               |   1 +
 include/otbTensorflowGraphOperations.cxx      | 127 ++++++++++++++----
 include/otbTensorflowMultisourceModelBase.h   |   5 +-
 include/otbTensorflowMultisourceModelBase.hxx |  41 ++----
 4 files changed, 121 insertions(+), 53 deletions(-)

diff --git a/app/otbTensorflowModelServe.cxx b/app/otbTensorflowModelServe.cxx
index f381ea66..2ec4fab5 100644
--- a/app/otbTensorflowModelServe.cxx
+++ b/app/otbTensorflowModelServe.cxx
@@ -123,6 +123,7 @@ public:
     AddParameter(ParameterType_Int,            ss_key_dims_y.str(), ss_desc_dims_y.str());
     SetMinimumParameterIntValue               (ss_key_dims_y.str(), 1);
     AddParameter(ParameterType_String,         ss_key_ph.str(),     ss_desc_ph.str());
+    MandatoryOff                              (ss_key_ph.str();
 
     // Add a new bundle
     ProcessObjectsBundle bundle;
diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index 3a4a4402..2324951a 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -71,11 +71,73 @@ void LoadModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bu
   }
 }
 
+
+// Get the "real" name of the specified tensors, i.e. the names of the layer inside the model
+void GetLayerNamesFromUserNames(const tensorflow::protobuf::Map<std::string, tensorflow::TensorInfo> layers, std::vector<std::string> & tensorsNames,
+    std::vector<std::string> & layerNames)
+{
+  itkDebugMacro("Nodes contained in the model: ");
+  int i = 0;
+  for (auto const & layer : layers)
+    {
+      itkDebugMacro("Node "<< i << " inside the model: " << layer.first);
+      i+=1;
+    }
+
+  // Get infos
+  int k = 0;  // counter used for tensorsNames
+  for (std::vector<std::string>::iterator nameIt = tensorsNames.begin();
+      nameIt != tensorsNames.end(); ++nameIt)
+  {
+    bool found = false;
+
+    // If the user didn't specify the placeholdername, choose the kth layer inside the model
+    if (nameIt->size() == 0)
+    {
+      found = true;
+      itkDebugMacro("Input " << k << "corresponds to" <<  layers[k].first << " in the model");
+      tensorsNames.push_back(layers[k].first);
+    }
+
+    // Else, if the user specified the placeholdername, find the corresponding layer inside the model
+    else
+    {
+      itkDebugMacro("Searching for corresponding node of: " << (*nameIt) << "... ");
+      for (auto const & layer : layers)
+      {
+        // layer is a pair (name, tensor_info)
+        // cf https://stackoverflow.com/questions/63181951/how-to-get-graph-or-graphdef-from-a-given-model
+        std::string layername = layer.first;
+        if (layername.substr(0, layername.find(":")).compare((*nameIt)) == 0)
+        {
+          found = true;
+          itkDebugMacro("Found: " << layername << " in the model");
+          tensorsNames.push_back(layers[k].first);}
+        }
+      } // next layer
+    } //end else
+
+    k+=1;
+
+    if (!found)
+    {
+      itkGenericExceptionMacro("Tensor name \"" << (*nameIt) << "\" not found. \n" <<
+                               "You can list all inputs/outputs of your SavedModel by " <<
+                               "running: \n\t `saved_model_cli show --dir your_model_dir --all`");
+
+    }
+  }
+}
+
+
+
+
 // Get the following attributes of the specified tensors (by name) of a graph:
+// - layer name, as specified in the model
 // - shape
 // - datatype
 void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow::TensorInfo> layers, std::vector<std::string> & tensorsNames,
-    std::vector<tensorflow::TensorShapeProto> & shapes, std::vector<tensorflow::DataType> & dataTypes)
+    std::vector<std::string> & layerNames, std::vector<tensorflow::TensorShapeProto> & shapes, std::vector<tensorflow::DataType> & dataTypes)
 {
   // Allocation
   shapes.clear();
@@ -92,36 +154,41 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
     }
 
   // Get infos
+  int k = 0;  // counter used for tensorsNames
   for (std::vector<std::string>::iterator nameIt = tensorsNames.begin();
       nameIt != tensorsNames.end(); ++nameIt)
   {
     bool found = false;
-    itkDebugMacro("Searching for corresponding node of: " << (*nameIt) << "... ");
-    for (auto const & layer : layers)
-    {
-      // layer is a pair (name, tensor_info)
-      // cf https://stackoverflow.com/questions/63181951/how-to-get-graph-or-graphdef-from-a-given-model
-      std::string layername = layer.first;
-      if (layername.substr(0, layername.find(":")).compare((*nameIt)) == 0)
-      {
-        found = true;
-        const tensorflow::TensorInfo& tensor_info = layer.second;
 
-        itkDebugMacro("Found: " << layername << " in the model");
-
-        // Set default to DT_FLOAT
-        tensorflow::DataType ts_dt = tensorflow::DT_FLOAT;
+    // If the user didn't specify the placeholdername, choose the kth layer inside the model
+    if (nameIt->size() == 0)
+    {
+      found = true;
+      layerNames.push_back(layers[k].first); // TODO modifier ce layers[k]
+      const tensorflow::TensorInfo& tensor_info = layers[k].second;
+      itkDebugMacro("Input " << k << "corresponds to" <<  layers[k].first << " in the model");
+    }
 
-        // Default (input?) tensor type
-        ts_dt = tensor_info.dtype();
-        dataTypes.push_back(ts_dt);
+    // Else, if the user specified the placeholdername, find the corresponding layer inside the model
+    else
+    {
+      itkDebugMacro("Searching for corresponding node of: " << (*nameIt) << "... ");
+      for (auto const & layer : layers)
+      {
+        // layer is a pair (name, tensor_info)
+        // cf https://stackoverflow.com/questions/63181951/how-to-get-graph-or-graphdef-from-a-given-model
+        std::string layername = layer.first;
+        if (layername.substr(0, layername.find(":")).compare((*nameIt)) == 0)
+        {
+          found = true;
+          layerNames.push_back(layername);
+          const tensorflow::TensorInfo& tensor_info = layer.second;
+          itkDebugMacro("Found: " << layername << " in the model");
+        }
+      } // next layer
+    } //end else
 
-        // Get the tensor's shape
-        // Here we assure it's a tensor, with 1 shape
-        tensorflow::TensorShapeProto ts_shp = tensor_info.tensor_shape();
-        shapes.push_back(ts_shp);
-      }
-    } // next layer
+    k+=1;
 
     if (!found)
     {
@@ -130,6 +197,18 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
                                "running: \n\t `saved_model_cli show --dir your_model_dir --all`");
 
     }
+
+    // Set default to DT_FLOAT
+    tensorflow::DataType ts_dt = tensorflow::DT_FLOAT;
+
+    // Default (input?) tensor type
+    ts_dt = tensor_info.dtype();
+    dataTypes.push_back(ts_dt);
+
+    // Get the tensor's shape
+    // Here we assure it's a tensor, with 1 shape
+    tensorflow::TensorShapeProto ts_shp = tensor_info.tensor_shape();
+    shapes.push_back(ts_shp);
   } // next tensor name
 }
 
diff --git a/include/otbTensorflowMultisourceModelBase.h b/include/otbTensorflowMultisourceModelBase.h
index 693a150d..02f121e6 100644
--- a/include/otbTensorflowMultisourceModelBase.h
+++ b/include/otbTensorflowMultisourceModelBase.h
@@ -175,8 +175,9 @@ private:
   TensorShapeProtoList       m_InputTensorsShapes;      // Input tensors shapes
   TensorShapeProtoList       m_OutputTensorsShapes;     // Output tensors shapes
 
-  // Tensor names mapping
-  std::map<std::string, std::string> m_UserNameToLayerNameMapping;
+  // Input/output layer names inside the model
+  StringList m_InputLayers;                             // List of input names, as contained in the model
+  StringList m_OutputLayers;                            // List of output names, as contained in the model
 
 }; // end class
 
diff --git a/include/otbTensorflowMultisourceModelBase.hxx b/include/otbTensorflowMultisourceModelBase.hxx
index a79236d5..fd555ad5 100644
--- a/include/otbTensorflowMultisourceModelBase.hxx
+++ b/include/otbTensorflowMultisourceModelBase.hxx
@@ -111,25 +111,19 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
   // Run the TF session here
   // The session will initialize the outputs
 
-  // Inputs corresponds to the names of placeholder, as specified when calling TensorFlowModelServe application
-  // Decloud example: For TF1 model, it is specified by the user as "tower_0:s2_t". For TF2 model, it must be specified by the user as "s2_t"
-  // Thus, for TF2, we must transorm that to "serving_default_s2_t"
+  // `inputs` corresponds to a mapping {name, tensor}, with the name being specified by the user when calling TensorFlowModelServe
+  // we must adapt it to `inputs_new`, that corresponds to a mapping {layerName, tensor}, with the layerName being from the model
   DictType inputs_new;
+  int k = 0;
   for (auto& dict: inputs)
   {
-    DictElementType element = {m_UserNameToLayerNameMapping[dict.first], dict.second};
+    DictElementType element = {m_InputLayers[k], dict.second};
     inputs_new.push_back(element);
-  }
-
-  StringList m_OutputTensors_new;
-  for (auto& name: m_OutputTensors)
-  {
-    m_OutputTensors_new.push_back(m_UserNameToLayerNameMapping[name]);
+    k+=1;
   }
 
   // Run the session, evaluating our output tensors from the graph
-  auto status = this->GetSavedModel()->session.get()->Run(inputs_new, m_OutputTensors_new, m_TargetNodesNames, &outputs);
- 
+  auto status = this->GetSavedModel()->session.get()->Run(inputs_new, m_OutputLayers, m_TargetNodesNames, &outputs);
 
   if (!status.ok())
   {
@@ -176,22 +170,15 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
   //////////////////////////////////////////////////////////////////////////////////////////
   // Set all subelement of the model
   auto signaturedef = this->GetSignatureDef();
-  for (auto& output: signaturedef.outputs())
-  { 
-    std::string userName = output.first.substr(0, output.first.find(":"));
-    std::string layerName = output.second.name();
-    m_UserNameToLayerNameMapping[userName] = layerName;
-  }
-  for (auto& input: signaturedef.inputs())
-  { 
-    std::string userName = input.first.substr(0, input.first.find(":"));
-    std::string layerName = input.second.name();
-    m_UserNameToLayerNameMapping[userName] = layerName;
-  }
 
-  // Get input and output tensors datatypes and shapes
-  tf::GetTensorAttributes(signaturedef.inputs(), m_InputPlaceholders, m_InputTensorsShapes, m_InputTensorsDataTypes);
-  tf::GetTensorAttributes(signaturedef.outputs(), m_OutputTensors, m_OutputTensorsShapes, m_OutputTensorsDataTypes);
+  // Given the inputs/outputs names that the user specified, get the names of the inputs/outputs contained in the model
+  // and other infos (shapes, dtypes)
+  // For example, for output names specified by the user m_OutputTensors = ['s2t', 's2t_pad'],
+  // this will return m_OutputLayers = ['PartitionedCall:0', 'PartitionedCall:1']
+  // In case the user hasn't named the output, e.g.  m_OutputTensors = [''],
+  // this will return the first output m_OutputLayers = ['PartitionedCall:0']
+  tf::GetTensorAttributes(signaturedef.inputs(), m_InputPlaceholders, m_InputLayers, m_InputTensorsShapes, m_InputTensorsDataTypes);
+  tf::GetTensorAttributes(signaturedef.outputs(), m_OutputTensors, m_OutputLayers, m_OutputTensorsShapes, m_OutputTensorsDataTypes);
 }
 
 
-- 
GitLab


From 124e3a31622b180d40efb12c411506434ce90f53 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicolas=20Nar=C3=A7on?= <nicolas.narcon@inrae.fr>
Date: Wed, 27 Oct 2021 16:27:08 +0200
Subject: [PATCH 217/281] FIX: syntax

---
 include/otbTensorflowGraphOperations.cxx | 18 ++++++++++++++----
 1 file changed, 14 insertions(+), 4 deletions(-)

diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index 2324951a..7a5364d4 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -159,14 +159,24 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
       nameIt != tensorsNames.end(); ++nameIt)
   {
     bool found = false;
+    const tensorflow::TensorInfo& tensor_info;
 
     // If the user didn't specify the placeholdername, choose the kth layer inside the model
     if (nameIt->size() == 0)
     {
       found = true;
-      layerNames.push_back(layers[k].first); // TODO modifier ce layers[k]
-      const tensorflow::TensorInfo& tensor_info = layers[k].second;
-      itkDebugMacro("Input " << k << "corresponds to" <<  layers[k].first << " in the model");
+      // select the k-th element of `layers`
+      int j = 0;
+      for (auto const & layer : layers)
+      {
+        if (j == k)
+        {
+          layerNames.push_back(layer.first);
+          tensor_info = layer.second;
+          itkDebugMacro("Input " << k << "corresponds to" <<  layer.first << " in the model");
+        }
+        j+=1;
+      }
     }
 
     // Else, if the user specified the placeholdername, find the corresponding layer inside the model
@@ -182,7 +192,7 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
         {
           found = true;
           layerNames.push_back(layername);
-          const tensorflow::TensorInfo& tensor_info = layer.second;
+          tensor_info = layer.second;
           itkDebugMacro("Found: " << layername << " in the model");
         }
       } // next layer
-- 
GitLab


From 65d44d591655f1a72428f5ff86c461b5d98d2300 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicolas=20Nar=C3=A7on?= <nicolas.narcon@inrae.fr>
Date: Wed, 27 Oct 2021 16:30:01 +0200
Subject: [PATCH 218/281] COMP: syntax

---
 include/otbTensorflowGraphOperations.cxx | 59 ------------------------
 1 file changed, 59 deletions(-)

diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index 7a5364d4..0ac19ab4 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -72,65 +72,6 @@ void LoadModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bu
 }
 
 
-// Get the "real" name of the specified tensors, i.e. the names of the layer inside the model
-void GetLayerNamesFromUserNames(const tensorflow::protobuf::Map<std::string, tensorflow::TensorInfo> layers, std::vector<std::string> & tensorsNames,
-    std::vector<std::string> & layerNames)
-{
-  itkDebugMacro("Nodes contained in the model: ");
-  int i = 0;
-  for (auto const & layer : layers)
-    {
-      itkDebugMacro("Node "<< i << " inside the model: " << layer.first);
-      i+=1;
-    }
-
-  // Get infos
-  int k = 0;  // counter used for tensorsNames
-  for (std::vector<std::string>::iterator nameIt = tensorsNames.begin();
-      nameIt != tensorsNames.end(); ++nameIt)
-  {
-    bool found = false;
-
-    // If the user didn't specify the placeholdername, choose the kth layer inside the model
-    if (nameIt->size() == 0)
-    {
-      found = true;
-      itkDebugMacro("Input " << k << "corresponds to" <<  layers[k].first << " in the model");
-      tensorsNames.push_back(layers[k].first);
-    }
-
-    // Else, if the user specified the placeholdername, find the corresponding layer inside the model
-    else
-    {
-      itkDebugMacro("Searching for corresponding node of: " << (*nameIt) << "... ");
-      for (auto const & layer : layers)
-      {
-        // layer is a pair (name, tensor_info)
-        // cf https://stackoverflow.com/questions/63181951/how-to-get-graph-or-graphdef-from-a-given-model
-        std::string layername = layer.first;
-        if (layername.substr(0, layername.find(":")).compare((*nameIt)) == 0)
-        {
-          found = true;
-          itkDebugMacro("Found: " << layername << " in the model");
-          tensorsNames.push_back(layers[k].first);}
-        }
-      } // next layer
-    } //end else
-
-    k+=1;
-
-    if (!found)
-    {
-      itkGenericExceptionMacro("Tensor name \"" << (*nameIt) << "\" not found. \n" <<
-                               "You can list all inputs/outputs of your SavedModel by " <<
-                               "running: \n\t `saved_model_cli show --dir your_model_dir --all`");
-
-    }
-  }
-}
-
-
-
 
 // Get the following attributes of the specified tensors (by name) of a graph:
 // - layer name, as specified in the model
-- 
GitLab


From 86f25e7063d79dc45af887c5ff0204cdd2903284 Mon Sep 17 00:00:00 2001
From: Narcon Nicolas <nicolas.narcon@inrae.fr>
Date: Wed, 27 Oct 2021 17:04:13 +0200
Subject: [PATCH 219/281] COMP: fix const + minor syntax

---
 app/otbTensorflowModelServe.cxx          | 2 +-
 include/otbTensorflowGraphOperations.cxx | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/app/otbTensorflowModelServe.cxx b/app/otbTensorflowModelServe.cxx
index 2ec4fab5..69587c5d 100644
--- a/app/otbTensorflowModelServe.cxx
+++ b/app/otbTensorflowModelServe.cxx
@@ -123,7 +123,7 @@ public:
     AddParameter(ParameterType_Int,            ss_key_dims_y.str(), ss_desc_dims_y.str());
     SetMinimumParameterIntValue               (ss_key_dims_y.str(), 1);
     AddParameter(ParameterType_String,         ss_key_ph.str(),     ss_desc_ph.str());
-    MandatoryOff                              (ss_key_ph.str();
+    MandatoryOff                              (ss_key_ph.str());
 
     // Add a new bundle
     ProcessObjectsBundle bundle;
diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index 0ac19ab4..95643af4 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -100,7 +100,7 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
       nameIt != tensorsNames.end(); ++nameIt)
   {
     bool found = false;
-    const tensorflow::TensorInfo& tensor_info;
+    tensorflow::TensorInfo tensor_info;
 
     // If the user didn't specify the placeholdername, choose the kth layer inside the model
     if (nameIt->size() == 0)
-- 
GitLab


From 19b79f1009ed1dea5f5120036786f40ca7501fd9 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicolas=20Nar=C3=A7on?= <nicolas.narcon@inrae.fr>
Date: Wed, 27 Oct 2021 17:18:06 +0200
Subject: [PATCH 220/281] FIX: change layer.first to layer.second.name()

---
 include/otbTensorflowGraphOperations.cxx | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index 95643af4..05d32634 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -112,7 +112,7 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
       {
         if (j == k)
         {
-          layerNames.push_back(layer.first);
+          layerNames.push_back(layer.second.name());
           tensor_info = layer.second;
           itkDebugMacro("Input " << k << "corresponds to" <<  layer.first << " in the model");
         }
@@ -132,9 +132,9 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
         if (layername.substr(0, layername.find(":")).compare((*nameIt)) == 0)
         {
           found = true;
-          layerNames.push_back(layername);
+          layerNames.push_back(layer.second.name());
           tensor_info = layer.second;
-          itkDebugMacro("Found: " << layername << " in the model");
+          itkDebugMacro("Found: " << layer.second.name() << " in the model");
         }
       } // next layer
     } //end else
-- 
GitLab


From 4810a7138e33786738f66f9000487c742e16fc05 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicolas=20Nar=C3=A7on?= <nicolas.narcon@inrae.fr>
Date: Wed, 27 Oct 2021 17:25:11 +0200
Subject: [PATCH 221/281] ENH: make the output names not mandatory

---
 app/otbTensorflowModelServe.cxx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/app/otbTensorflowModelServe.cxx b/app/otbTensorflowModelServe.cxx
index 69587c5d..124dc27c 100644
--- a/app/otbTensorflowModelServe.cxx
+++ b/app/otbTensorflowModelServe.cxx
@@ -185,7 +185,7 @@ public:
     SetDefaultParameterFloat                 ("output.spcscale", 1.0);
     SetParameterDescription                  ("output.spcscale", "The output image size/scale and spacing*scale where size and spacing corresponds to the first input");
     AddParameter(ParameterType_StringList,    "output.names",    "Names of the output tensors");
-    MandatoryOn                              ("output.names");
+    MandatoryOff                             ("output.names");
 
     // Output Field of Expression
     AddParameter(ParameterType_Int,           "output.efieldx", "The output expression field (width)");
-- 
GitLab


From 5c103924650184958f84a974a4a587229ae48d97 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicolas=20Nar=C3=A7on?= <nicolas.narcon@inrae.fr>
Date: Thu, 28 Oct 2021 10:11:23 +0200
Subject: [PATCH 222/281] FIX: check only if output.names if specified

---
 include/otbTensorflowMultisourceModelBase.hxx | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/include/otbTensorflowMultisourceModelBase.hxx b/include/otbTensorflowMultisourceModelBase.hxx
index fd555ad5..071c5dbd 100644
--- a/include/otbTensorflowMultisourceModelBase.hxx
+++ b/include/otbTensorflowMultisourceModelBase.hxx
@@ -156,10 +156,10 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
                       " and the number of input tensors names is " << m_InputPlaceholders.size());
   }
 
-  // Check that the number of the following is the same
+  // When the user specifies the output names, check that the number of the following is the same
   // - output tensors names
   // - output expression fields
-  if (m_OutputExpressionFields.size() != m_OutputTensors.size())
+  if (m_OutputTensors.size() != 0) and (m_OutputExpressionFields.size() != m_OutputTensors.size()))
   {
     itkExceptionMacro("Number of output tensors names is " << m_OutputTensors.size() <<
                       " but the number of output fields of expression is " << m_OutputExpressionFields.size());
-- 
GitLab


From 30a6bfc399e9eefb0a80492a7c68d2cf3ef04428 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicolas=20Nar=C3=A7on?= <nicolas.narcon@inrae.fr>
Date: Thu, 28 Oct 2021 11:56:36 +0200
Subject: [PATCH 223/281] FIX: default output.names to ""

---
 app/otbTensorflowModelServe.cxx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/app/otbTensorflowModelServe.cxx b/app/otbTensorflowModelServe.cxx
index 124dc27c..0082e15e 100644
--- a/app/otbTensorflowModelServe.cxx
+++ b/app/otbTensorflowModelServe.cxx
@@ -185,7 +185,7 @@ public:
     SetDefaultParameterFloat                 ("output.spcscale", 1.0);
     SetParameterDescription                  ("output.spcscale", "The output image size/scale and spacing*scale where size and spacing corresponds to the first input");
     AddParameter(ParameterType_StringList,    "output.names",    "Names of the output tensors");
-    MandatoryOff                             ("output.names");
+    SetDefaultParameterString                ("output.names", "");
 
     // Output Field of Expression
     AddParameter(ParameterType_Int,           "output.efieldx", "The output expression field (width)");
-- 
GitLab


From 50c530beccb3a2d0d25b94664ebecb633a204f43 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicolas=20Nar=C3=A7on?= <nicolas.narcon@inrae.fr>
Date: Thu, 28 Oct 2021 13:36:52 +0200
Subject: [PATCH 224/281] FIX: change default output.names from empty string to
 list containing an empty string

---
 include/otbTensorflowMultisourceModelBase.hxx | 13 ++++++++++---
 1 file changed, 10 insertions(+), 3 deletions(-)

diff --git a/include/otbTensorflowMultisourceModelBase.hxx b/include/otbTensorflowMultisourceModelBase.hxx
index 071c5dbd..700b9df3 100644
--- a/include/otbTensorflowMultisourceModelBase.hxx
+++ b/include/otbTensorflowMultisourceModelBase.hxx
@@ -32,8 +32,7 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
 {
   auto signatures = this->GetSavedModel()->GetSignatures();
   tensorflow::SignatureDef signature_def;
-  // If serving_default key exists (which is the default for TF saved model), choose it as signature
-  // Else, choose the first one
+
   if (signatures.size() == 0)
   {
     itkExceptionMacro("There are no available signatures for this tag-set. \n" <<
@@ -41,6 +40,8 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
                       "`saved_model_cli show --dir your_model_dir --all`");
   }
 
+  // If serving_default key exists (which is the default for TF saved model), choose it as signature
+  // Else, choose the first one
   if (signatures.contains(tensorflow::kDefaultServingSignatureDefKey))
   {
     signature_def = signatures.at(tensorflow::kDefaultServingSignatureDefKey);
@@ -159,7 +160,7 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
   // When the user specifies the output names, check that the number of the following is the same
   // - output tensors names
   // - output expression fields
-  if (m_OutputTensors.size() != 0) and (m_OutputExpressionFields.size() != m_OutputTensors.size()))
+  if ((m_OutputTensors.size() != 0) and (m_OutputExpressionFields.size() != m_OutputTensors.size()))
   {
     itkExceptionMacro("Number of output tensors names is " << m_OutputTensors.size() <<
                       " but the number of output fields of expression is " << m_OutputExpressionFields.size());
@@ -171,6 +172,12 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
   // Set all subelement of the model
   auto signaturedef = this->GetSignatureDef();
 
+  // When the user doesn't specify output.names, m_OutputTensors defaults to an empty string "". We change it to a
+  // list containing an empty string [""]
+  if (m_OutputTensors.size() == 0)
+    m_OutputTensors = {""};
+
+
   // Given the inputs/outputs names that the user specified, get the names of the inputs/outputs contained in the model
   // and other infos (shapes, dtypes)
   // For example, for output names specified by the user m_OutputTensors = ['s2t', 's2t_pad'],
-- 
GitLab


From 9bbb24ebfa7acaf40c220f9227b699b941f45557 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicolas=20Nar=C3=A7on?= <nicolas.narcon@inrae.fr>
Date: Thu, 28 Oct 2021 13:40:37 +0200
Subject: [PATCH 225/281] FIX: remove obsolete piece of code

---
 app/otbTensorflowModelServe.cxx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/app/otbTensorflowModelServe.cxx b/app/otbTensorflowModelServe.cxx
index 0082e15e..702030c0 100644
--- a/app/otbTensorflowModelServe.cxx
+++ b/app/otbTensorflowModelServe.cxx
@@ -185,7 +185,7 @@ public:
     SetDefaultParameterFloat                 ("output.spcscale", 1.0);
     SetParameterDescription                  ("output.spcscale", "The output image size/scale and spacing*scale where size and spacing corresponds to the first input");
     AddParameter(ParameterType_StringList,    "output.names",    "Names of the output tensors");
-    SetDefaultParameterString                ("output.names", "");
+    MandatoryOff                            ("output.names");
 
     // Output Field of Expression
     AddParameter(ParameterType_Int,           "output.efieldx", "The output expression field (width)");
-- 
GitLab


From 1d5ca172045ed0d4c46423d8e90811d4c820b9d6 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicolas=20Nar=C3=A7on?= <nicolas.narcon@inrae.fr>
Date: Thu, 28 Oct 2021 13:55:27 +0200
Subject: [PATCH 226/281] STYLE: minor comment

---
 include/otbTensorflowMultisourceModelBase.h | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/include/otbTensorflowMultisourceModelBase.h b/include/otbTensorflowMultisourceModelBase.h
index 02f121e6..6f3619a8 100644
--- a/include/otbTensorflowMultisourceModelBase.h
+++ b/include/otbTensorflowMultisourceModelBase.h
@@ -175,7 +175,7 @@ private:
   TensorShapeProtoList       m_InputTensorsShapes;      // Input tensors shapes
   TensorShapeProtoList       m_OutputTensorsShapes;     // Output tensors shapes
 
-  // Input/output layer names inside the model
+  // Layer names inside the model corresponding to inputs and outputs
   StringList m_InputLayers;                             // List of input names, as contained in the model
   StringList m_OutputLayers;                            // List of output names, as contained in the model
 
-- 
GitLab


From 6200642a7eeb8c85030da3aac0378b6e74d4a81b Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Tue, 2 Nov 2021 18:24:58 +0100
Subject: [PATCH 227/281] ENH: codespell in CI

---
 .gitlab-ci.yml | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 4b9fe883..418c9052 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -43,6 +43,12 @@ pylint:
     - sudo apt update && sudo apt install pylint -y
     - pylint --disable=too-many-nested-blocks,too-many-locals,too-many-statements,too-few-public-methods,too-many-instance-attributes,too-many-arguments --ignored-modules=tensorflow --max-line-length=120 $OTBTF_SRC/python
 
+codespell:
+  stage: Static Analysis
+  allow_failure: true
+  script:
+    - sudo pip install codespell && codespell
+    
 cppcheck:
   stage: Static Analysis
   allow_failure: true
-- 
GitLab


From 018a2c4bba54288b0d1f279b19d97ebf21be8a4a Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Tue, 2 Nov 2021 18:47:21 +0100
Subject: [PATCH 228/281] DOC: typos

---
 Dockerfile                                           |  2 +-
 doc/APPLICATIONS.md                                  |  4 ++--
 doc/DOCKERUSE.md                                     |  2 +-
 include/otbTensorflowCopyUtils.cxx                   | 12 +++++++-----
 include/otbTensorflowMultisourceModelBase.hxx        |  2 +-
 include/otbTensorflowMultisourceModelFilter.hxx      |  2 +-
 include/otbTensorflowMultisourceModelValidate.hxx    |  2 +-
 include/otbTensorflowSampler.hxx                     |  6 +++---
 .../create_savedmodel_ienco-m3_patchbased.py         |  2 +-
 tools/docker/README.md                               |  4 ++--
 10 files changed, 20 insertions(+), 18 deletions(-)

diff --git a/Dockerfile b/Dockerfile
index 8087ea47..c9aa6e9f 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -47,7 +47,7 @@ RUN wget -qO /opt/otbtf/bin/bazelisk https://github.com/bazelbuild/bazelisk/rele
  && ln -s /opt/otbtf/bin/bazelisk /opt/otbtf/bin/bazel
 
 ARG BZL_TARGETS="//tensorflow:libtensorflow_cc.so //tensorflow/tools/pip_package:build_pip_package"
-# "--config=opt" will enable 'march=native' (otherwise read comments about CPU compatibilty and edit CC_OPT_FLAGS in build-env-tf.sh)
+# "--config=opt" will enable 'march=native' (otherwise read comments about CPU compatibility and edit CC_OPT_FLAGS in build-env-tf.sh)
 ARG BZL_CONFIGS="--config=nogcp --config=noaws --config=nohdfs --config=opt"
 # "--compilation_mode opt" is already enabled by default (see tf repo .bazelrc and configure.py)
 ARG BZL_OPTIONS="--verbose_failures --remote_cache=http://localhost:9090"
diff --git a/doc/APPLICATIONS.md b/doc/APPLICATIONS.md
index 69282cd5..25d739fb 100644
--- a/doc/APPLICATIONS.md
+++ b/doc/APPLICATIONS.md
@@ -59,7 +59,7 @@ When using a model in OTBTF, the important thing is to know the following parame
 
 ![Schema](doc/images/schema.png)
 
-The **scale factor** descibes the physical change of spacing of the outputs, typically introduced in the model by non unitary strides in pooling or convolution operators.
+The **scale factor** describes the physical change of spacing of the outputs, typically introduced in the model by non unitary strides in pooling or convolution operators.
 For each output, it is expressed relatively to one single input of the model called the _reference input source_.
 Additionally, the names of the _target nodes_ must be known (e.g. "optimizer").
 Also, the names of _user placeholders_, typically scalars placeholders that are used to control some parameters of the model, must be know (e.g. "dropout_rate").
@@ -356,7 +356,7 @@ But here, we will just perform some fine tuning of our model.
 The **SavedModel** is located in the `outmodel` directory.
 Our model is quite basic: it has two input placeholders, **x1** and **y1** respectively for input patches (with size 16x16) and input reference labels (with size 1x1).
 We named **prediction** the tensor that predict the labels and the optimizer that perform the stochastic gradient descent is an operator named **optimizer**.
-We perform the fine tuning and we export the new model variables directly in the _outmodel/variables_ folder, overwritting the existing variables of the model.
+We perform the fine tuning and we export the new model variables directly in the _outmodel/variables_ folder, overwriting the existing variables of the model.
 We use the **TensorflowModelTrain** application to perform the training of this existing model.
 ```
 otbcli_TensorflowModelTrain -model.dir /path/to/oursavedmodel -training.targetnodesnames optimizer -training.source1.il samp_patches.tif -training.source1.patchsizex 16 -training.source1.patchsizey 16 -training.source1.placeholder x1 -training.source2.il samp_labels.tif -training.source2.patchsizex 1 -training.source2.patchsizey 1 -training.source2.placeholder y1 -model.saveto /path/to/oursavedmodel/variables/variables
diff --git a/doc/DOCKERUSE.md b/doc/DOCKERUSE.md
index 8d326c27..0f108601 100644
--- a/doc/DOCKERUSE.md
+++ b/doc/DOCKERUSE.md
@@ -107,7 +107,7 @@ This section is largely inspired from the [moringa docker help](https://gitlab.i
 
 ## Useful diagnostic commands
 
-Here are some usefull commands.
+Here are some useful commands.
 
 ```bash
 docker info         # System info
diff --git a/include/otbTensorflowCopyUtils.cxx b/include/otbTensorflowCopyUtils.cxx
index 4ac1cf2e..63f4a98c 100644
--- a/include/otbTensorflowCopyUtils.cxx
+++ b/include/otbTensorflowCopyUtils.cxx
@@ -216,10 +216,12 @@ CopyTensorToImageRegion(const tensorflow::Tensor &          tensor,
   const tensorflow::int64 nElmI = bufferRegion.GetNumberOfPixels() * outputDimSize_C;
   if (nElmI != nElmT)
   {
-    itkGenericExceptionMacro("Number of elements in the tensor is "
-                             << nElmT << " but image outputRegion has " << nElmI << " values to fill.\nBuffer region:\n"
-                             << bufferRegion << "\nNumber of components: " << outputDimSize_C << "\nTensor shape:\n "
-                             << PrintTensorShape(tensor.shape()) << "\nPlease check the input(s) field of view (FOV), "
+    itkGenericExceptionMacro("Number of elements in the tensor is " << nElmT 
+                             << " but image outputRegion has " << nElmI << " values to fill.\n"
+                             << "Buffer region is: \n" << bufferRegion << "\n"
+                             << "Number of components in the output image: " << outputDimSize_C << "\n"
+                             << "Tensor shape: " << PrintTensorShape(tensor.shape()) << "\n"
+                             << "Please check the input(s) field of view (FOV), "
                              << "the output field of expression (FOE), and the  "
                              << "output spacing scale if you run the model in fully "
                              << "convolutional mode (how many strides in your model?)");
@@ -313,7 +315,7 @@ ValueToTensor(std::string value)
   {
     is_vec = true;
     if (!has_left || !has_right)
-      itkGenericExceptionMacro("Error parsing vector expression (missing parenthese ?)" << value);
+      itkGenericExceptionMacro("Error parsing vector expression (missing parentheses ?)" << value);
   }
 
   // Scalar --> Vector for generic processing
diff --git a/include/otbTensorflowMultisourceModelBase.hxx b/include/otbTensorflowMultisourceModelBase.hxx
index a79236d5..fd3cefc7 100644
--- a/include/otbTensorflowMultisourceModelBase.hxx
+++ b/include/otbTensorflowMultisourceModelBase.hxx
@@ -113,7 +113,7 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
 
   // Inputs corresponds to the names of placeholder, as specified when calling TensorFlowModelServe application
   // Decloud example: For TF1 model, it is specified by the user as "tower_0:s2_t". For TF2 model, it must be specified by the user as "s2_t"
-  // Thus, for TF2, we must transorm that to "serving_default_s2_t"
+  // Thus, for TF2, we must transform that to "serving_default_s2_t"
   DictType inputs_new;
   for (auto& dict: inputs)
   {
diff --git a/include/otbTensorflowMultisourceModelFilter.hxx b/include/otbTensorflowMultisourceModelFilter.hxx
index 43b6ed76..22be795b 100644
--- a/include/otbTensorflowMultisourceModelFilter.hxx
+++ b/include/otbTensorflowMultisourceModelFilter.hxx
@@ -491,7 +491,7 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
     catch( itk::ExceptionObject & err )
       {
       std::stringstream debugMsg = this->GenerateDebugReport(inputs);
-      itkExceptionMacro("Error occured during tensor to image conversion.\n"
+      itkExceptionMacro("Error occurred during tensor to image conversion.\n"
           << "Context: " << debugMsg.str()
           << "Error:" << err);
       }
diff --git a/include/otbTensorflowMultisourceModelValidate.hxx b/include/otbTensorflowMultisourceModelValidate.hxx
index 84cf3d9a..d264ebb1 100644
--- a/include/otbTensorflowMultisourceModelValidate.hxx
+++ b/include/otbTensorflowMultisourceModelValidate.hxx
@@ -98,7 +98,7 @@ TensorflowMultisourceModelValidate<TInputImage>
 /**
  * Perform the validation
  * The session is ran over the entire set of batches.
- * Output is then validated agains the references images,
+ * Output is then validated against the references images,
  * and a confusion matrix is built.
  */
 template <class TInputImage>
diff --git a/include/otbTensorflowSampler.hxx b/include/otbTensorflowSampler.hxx
index 752a4a16..cdcbf1fe 100644
--- a/include/otbTensorflowSampler.hxx
+++ b/include/otbTensorflowSampler.hxx
@@ -154,7 +154,7 @@ TensorflowSampler<TInputImage, TVectorData>
     m_OutputPatchImages.push_back(newImage);
   }
 
-  itk::ProgressReporter progess(this, 0, nTotal);
+  itk::ProgressReporter progress(this, 0, nTotal);
 
   // Iterate on the vector data
   itVector.GoToBegin();
@@ -218,8 +218,8 @@ TensorflowSampler<TInputImage, TVectorData>
         rejected++;
       }
 
-      // Update progres
-      progess.CompletedPixel();
+      // Update progress
+      progress.CompletedPixel();
 
     }
 
diff --git a/python/examples/tensorflow_v1x/create_savedmodel_ienco-m3_patchbased.py b/python/examples/tensorflow_v1x/create_savedmodel_ienco-m3_patchbased.py
index 95b58062..2a3ad56f 100755
--- a/python/examples/tensorflow_v1x/create_savedmodel_ienco-m3_patchbased.py
+++ b/python/examples/tensorflow_v1x/create_savedmodel_ienco-m3_patchbased.py
@@ -63,7 +63,7 @@ def RnnAttention(x, nunits, nlayer, n_dims, n_timetamps, is_training_ph):
             cell = rnn.GRUCell(nunits)
             cells.append(cell)
         cell = tf.compat.v1.contrib.rnn.MultiRNNCell(cells)
-        # SIGNLE LAYER: single GRUCell, nunits hidden units each
+        # SINGLE LAYER: single GRUCell, nunits hidden units each
     else:
         cell = rnn.GRUCell(nunits)
     outputs, _ = tf.compat.v1.nn.static_rnn(cell, x, dtype="float32")
diff --git a/tools/docker/README.md b/tools/docker/README.md
index 8722b52e..4246b74d 100644
--- a/tools/docker/README.md
+++ b/tools/docker/README.md
@@ -74,7 +74,7 @@ docker build --network='host' -t otbtf:oldstable-gpu --build-arg BASE_IMG=nvidia
 
 ### Build for another machine and save TF compiled files 
 ```bash
-# Use same ubuntu and CUDA version than your target machine, beware of CC optimization and CPU compatibilty
+# Use same ubuntu and CUDA version than your target machine, beware of CC optimization and CPU compatibility
 # (set env variable CC_OPT_FLAGS and avoid "-march=native" if your Docker's CPU is optimized with AVX2/AVX512 but your target CPU isn't)
 docker build --network='host' -t otbtf:custom --build-arg BASE_IMG=nvidia/cuda:11.2.2-cudnn8-devel-ubuntu20.04 \
     --build-arg TF=v2.5.0 --build-arg ZIP_TF_BIN=true .
@@ -146,7 +146,7 @@ $ mapla
 ```
 
 ## Common errors
-Buid :  
+Build :  
 `Error response from daemon: manifest for nvidia/cuda:11.0-cudnn8-devel-ubuntu20.04 not found: manifest unknown: manifest unknown`  
 => Image is missing from dockerhub
 
-- 
GitLab


From 3c1538af1a679986f5821ef43098b9ba0e2c0369 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Tue, 2 Nov 2021 19:47:22 +0100
Subject: [PATCH 229/281] ADD: main() function to comply with PEP

---
 python/ckpt2savedmodel.py | 8 +++++++-
 1 file changed, 7 insertions(+), 1 deletion(-)

diff --git a/python/ckpt2savedmodel.py b/python/ckpt2savedmodel.py
index 4235be8f..1892757e 100755
--- a/python/ckpt2savedmodel.py
+++ b/python/ckpt2savedmodel.py
@@ -28,7 +28,10 @@ keras in Tensorflow 2).
 import argparse
 from tricks import ckpt_to_savedmodel
 
-if __name__ == "__main__":
+def main():
+    """
+    Main function
+    """
     parser = argparse.ArgumentParser()
     parser.add_argument("--ckpt", help="Checkpoint file (without the \".meta\" extension)", required=True)
     parser.add_argument("--inputs", help="Inputs names (e.g. [\"x_cnn_1:0\", \"x_cnn_2:0\"])", required=True, nargs='+')
@@ -44,3 +47,6 @@ if __name__ == "__main__":
                        outputs=params.outputs,
                        savedmodel_path=params.model,
                        clear_devices=params.clear_devices)
+
+if __name__ == "__main__":
+    main()
-- 
GitLab


From abf31e3ac1e5dfc13b69c00143d6f1b1004a3c03 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Tue, 2 Nov 2021 19:48:25 +0100
Subject: [PATCH 230/281] ADD: disable pylint PEP check invalid-name for
 deprecated CreateSavedModel and CheckpointToSavedModel methods

---
 python/tricks.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/python/tricks.py b/python/tricks.py
index b8f85406..b31b14c3 100644
--- a/python/tricks.py
+++ b/python/tricks.py
@@ -91,5 +91,6 @@ def read_samples(filename):
 
 
 # Aliases for backward compatibility
+# pylint: disable=invalid-name
 CreateSavedModel = create_savedmodel
 CheckpointToSavedModel = ckpt_to_savedmodel
-- 
GitLab


From 0c24b2ba39e07af9040b70724d553d2807707ae0 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Tue, 2 Nov 2021 19:50:07 +0100
Subject: [PATCH 231/281] DOC, ENH: transform comments, remove try/except in
 dataset._collect() to enforce PEP

---
 python/otbtf.py | 55 +++++++++++++++----------------------------------
 1 file changed, 17 insertions(+), 38 deletions(-)

diff --git a/python/otbtf.py b/python/otbtf.py
index b3302345..a23d5237 100644
--- a/python/otbtf.py
+++ b/python/otbtf.py
@@ -31,9 +31,7 @@ import tensorflow as tf
 import gdal
 
 
-"""
-------------------------------------------------------- Helpers --------------------------------------------------------
-"""
+# ----------------------------------------------------- Helpers --------------------------------------------------------
 
 
 def gdal_open(filename):
@@ -69,9 +67,7 @@ def read_as_np_arr(gdal_ds, as_patches=True):
     return np.float32(buffer.reshape((n_elems, size_y, size_x, gdal_ds.RasterCount)))
 
 
-"""
----------------------------------------------------- Buffer class ------------------------------------------------------
-"""
+# -------------------------------------------------- Buffer class ------------------------------------------------------
 
 
 class Buffer:
@@ -104,9 +100,7 @@ class Buffer:
         return self.size() == self.max_length
 
 
-"""
------------------------------------------------- PatchesReaderBase class -----------------------------------------------
-"""
+# ---------------------------------------------- PatchesReaderBase class -----------------------------------------------
 
 
 class PatchesReaderBase(ABC):
@@ -120,7 +114,6 @@ class PatchesReaderBase(ABC):
         Return one sample.
         :return One sample instance, whatever the sample structure is (dict, numpy array, ...)
         """
-        pass
 
     @abstractmethod
     def get_stats(self) -> dict:
@@ -143,7 +136,6 @@ class PatchesReaderBase(ABC):
             "std": np.array([...])},
         }
         """
-        pass
 
     @abstractmethod
     def get_size(self):
@@ -151,12 +143,9 @@ class PatchesReaderBase(ABC):
         Returns the total number of samples
         :return: number of samples (int)
         """
-        pass
 
 
-"""
------------------------------------------------ PatchesImagesReader class ----------------------------------------------
-"""
+# --------------------------------------------- PatchesImagesReader class ----------------------------------------------
 
 
 class PatchesImagesReader(PatchesReaderBase):
@@ -227,6 +216,7 @@ class PatchesImagesReader(PatchesReaderBase):
 
     def _get_ds_and_offset_from_index(self, index):
         offset = index
+        idx = None
         for idx, ds_size in enumerate(self.ds_sizes):
             if offset < ds_size:
                 break
@@ -310,16 +300,14 @@ class PatchesImagesReader(PatchesReaderBase):
                                "mean": rsize * _sums[src_key],
                                "std": np.sqrt(rsize * _sqsums[src_key] - np.square(rsize * _sums[src_key]))
                                } for src_key in self.gdal_ds}
-        logging.info("Stats: {}".format(stats))
+        logging.info("Stats: {}", stats)
         return stats
 
     def get_size(self):
         return self.size
 
 
-"""
-------------------------------------------------- IteratorBase class ---------------------------------------------------
-"""
+# ----------------------------------------------- IteratorBase class ---------------------------------------------------
 
 
 class IteratorBase(ABC):
@@ -331,9 +319,7 @@ class IteratorBase(ABC):
         pass
 
 
-"""
------------------------------------------------- RandomIterator class --------------------------------------------------
-"""
+# ---------------------------------------------- RandomIterator class --------------------------------------------------
 
 
 class RandomIterator(IteratorBase):
@@ -363,9 +349,7 @@ class RandomIterator(IteratorBase):
         np.random.shuffle(self.indices)
 
 
-"""
---------------------------------------------------- Dataset class ------------------------------------------------------
-"""
+# ------------------------------------------------- Dataset class ------------------------------------------------------
 
 
 class Dataset:
@@ -400,8 +384,8 @@ class Dataset:
             self.output_shapes[src_key] = np_arr.shape
             self.output_types[src_key] = tf.dtypes.as_dtype(np_arr.dtype)
 
-        logging.info("output_types: {}".format(self.output_types))
-        logging.info("output_shapes: {}".format(self.output_shapes))
+        logging.info("output_types: {}", self.output_types)
+        logging.info("output_shapes: {}", self.output_shapes)
 
         # buffers
         if self.size <= buffer_length:
@@ -467,13 +451,10 @@ class Dataset:
         """
         # Fill the miner_container until it's full
         while not self.miner_buffer.is_complete():
-            try:
-                index = next(self.iterator)
-                with self.mining_lock:
-                    new_sample = self.patches_reader.get_sample(index=index)
-                    self.miner_buffer.add(new_sample)
-            except Exception as e:
-                logging.warning("Error during collecting samples: {}".format(e))
+            index = next(self.iterator)
+            with self.mining_lock:
+                new_sample = self.patches_reader.get_sample(index=index)
+                self.miner_buffer.add(new_sample)
 
     def _summon_miner_thread(self):
         """
@@ -499,7 +480,7 @@ class Dataset:
         """
         if batch_size <= 2 * self.miner_buffer.max_length:
             logging.warning("Batch size is {} but dataset buffer has {} elements. Consider using a larger dataset "
-                            "buffer to avoid I/O bottleneck".format(batch_size, self.miner_buffer.max_length))
+                            "buffer to avoid I/O bottleneck", batch_size, self.miner_buffer.max_length)
         return self.tf_dataset.batch(batch_size, drop_remainder=drop_remainder)
 
     def get_total_wait_in_seconds(self):
@@ -510,9 +491,7 @@ class Dataset:
         return self.tot_wait
 
 
-"""
-------------------------------------------- DatasetFromPatchesImages class ---------------------------------------------
-"""
+# ----------------------------------------- DatasetFromPatchesImages class ---------------------------------------------
 
 
 class DatasetFromPatchesImages(Dataset):
-- 
GitLab


From c7f9521bf14713833f1914b642df41ac3248a416 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Tue, 2 Nov 2021 21:49:16 +0100
Subject: [PATCH 232/281] WIP: fix cppcheck warnings

---
 app/otbDensePolygonClassStatistics.cxx        | 21 ++++---------
 app/otbImageClassifierFromDeepFeatures.cxx    | 11 ++-----
 app/otbLabelImageSampleSelection.cxx          |  2 +-
 app/otbPatchesExtraction.cxx                  | 14 +++++----
 app/otbPatchesSelection.cxx                   | 31 +++++++------------
 app/otbTensorflowModelServe.cxx               | 11 ++++---
 app/otbTensorflowModelTrain.cxx               |  4 +--
 app/otbTrainClassifierFromDeepFeatures.cxx    |  7 +----
 include/otbTensorflowCommon.cxx               |  2 +-
 include/otbTensorflowCommon.h                 |  2 +-
 include/otbTensorflowCopyUtils.cxx            |  2 +-
 include/otbTensorflowCopyUtils.h              |  2 +-
 include/otbTensorflowDataTypeBridge.cxx       |  2 +-
 include/otbTensorflowDataTypeBridge.h         |  2 +-
 include/otbTensorflowGraphOperations.cxx      |  7 ++---
 include/otbTensorflowGraphOperations.h        |  2 +-
 include/otbTensorflowMultisourceModelBase.h   |  2 +-
 include/otbTensorflowMultisourceModelBase.hxx |  2 +-
 include/otbTensorflowMultisourceModelFilter.h |  2 +-
 .../otbTensorflowMultisourceModelFilter.hxx   |  2 +-
 ...tbTensorflowMultisourceModelLearningBase.h |  2 +-
 ...TensorflowMultisourceModelLearningBase.hxx |  2 +-
 include/otbTensorflowMultisourceModelTrain.h  |  2 +-
 .../otbTensorflowMultisourceModelTrain.hxx    |  2 +-
 .../otbTensorflowMultisourceModelValidate.h   |  2 +-
 .../otbTensorflowMultisourceModelValidate.hxx |  2 +-
 include/otbTensorflowSampler.h                |  2 +-
 include/otbTensorflowSampler.hxx              |  2 +-
 include/otbTensorflowSamplingUtils.cxx        |  2 +-
 include/otbTensorflowSamplingUtils.h          |  2 +-
 include/otbTensorflowSource.h                 |  2 +-
 include/otbTensorflowSource.hxx               |  2 +-
 include/otbTensorflowStreamerFilter.h         |  2 +-
 include/otbTensorflowStreamerFilter.hxx       |  2 +-
 test/otbTensorflowCopyUtilsTests.cxx          |  2 +-
 test/otbTensorflowTests.cxx                   |  2 +-
 36 files changed, 67 insertions(+), 95 deletions(-)

diff --git a/app/otbDensePolygonClassStatistics.cxx b/app/otbDensePolygonClassStatistics.cxx
index 62f9eea9..dc80a95c 100644
--- a/app/otbDensePolygonClassStatistics.cxx
+++ b/app/otbDensePolygonClassStatistics.cxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
@@ -37,15 +37,14 @@ class DensePolygonClassStatistics : public Application
 {
 public:
   /** Standard class typedefs. */
-  typedef DensePolygonClassStatistics        Self;
+  typedef DensePolygonClassStatistics   Self;
   typedef Application                   Superclass;
   typedef itk::SmartPointer<Self>       Pointer;
   typedef itk::SmartPointer<const Self> ConstPointer;
 
   /** Standard macro */
   itkNewMacro(Self);
-
-  itkTypeMacro(DensePolygonClassStatistics, otb::Application);
+  itkTypeMacro(DensePolygonClassStatistics, Application);
 
   /** DataObjects typedef */
   typedef UInt32ImageType                           LabelImageType;
@@ -67,14 +66,7 @@ public:
 
   typedef otb::StatisticsXMLFileWriter<FloatVectorImageType::PixelType>           StatWriterType;
 
-
-private:
-  DensePolygonClassStatistics()
-    {
-   
-    }
-
-  void DoInit() override
+  void DoInit()
   {
     SetName("DensePolygonClassStatistics");
     SetDescription("Computes statistics on a training polygon set.");
@@ -118,7 +110,7 @@ private:
     SetOfficialDocLink();
   }
 
-  void DoUpdateParameters() override
+  void DoUpdateParameters()
   {
      if ( HasValue("vec") )
       {
@@ -164,7 +156,7 @@ private:
        }
   }
 
-  void DoExecute() override
+  void DoExecute()
   {
 
   // Filters
@@ -261,7 +253,6 @@ private:
   statWriter->Update();
 
   }
-  
 
 };
 
diff --git a/app/otbImageClassifierFromDeepFeatures.cxx b/app/otbImageClassifierFromDeepFeatures.cxx
index 98763559..f3ffd273 100644
--- a/app/otbImageClassifierFromDeepFeatures.cxx
+++ b/app/otbImageClassifierFromDeepFeatures.cxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
@@ -61,7 +61,6 @@ private:
 
     // Populate group
     ShareParameter(ss_key_group.str(), "tfmodel." + ss_key_group.str(), ss_desc_group.str());
-
   }
 
 
@@ -107,10 +106,8 @@ private:
     ShareParameter("out"        , "classif.out"        , "Output image"        , "Output image"        );
     ShareParameter("confmap"    , "classif.confmap"    , "Confidence map image", "Confidence map image");
     ShareParameter("ram"        , "classif.ram"        , "Ram"                 , "Ram"                 );
-
   }
 
-
   void DoUpdateParameters()
   {
     UpdateInternalParameters("classif");
@@ -122,12 +119,8 @@ private:
     GetInternalApplication("classif")->SetParameterInputImage("in", GetInternalApplication("tfmodel")->GetParameterOutputImage("out"));
     UpdateInternalParameters("classif");
     ExecuteInternal("classif");
-  }   // DOExecute()
-
-  void AfterExecuteAndWriteOutputs()
-  {
-    // Nothing to do
   }
+
 };
 } // namespace Wrapper
 } // namespace otb
diff --git a/app/otbLabelImageSampleSelection.cxx b/app/otbLabelImageSampleSelection.cxx
index 40591b9c..6b395e64 100644
--- a/app/otbLabelImageSampleSelection.cxx
+++ b/app/otbLabelImageSampleSelection.cxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/app/otbPatchesExtraction.cxx b/app/otbPatchesExtraction.cxx
index 11914866..7b0ce456 100644
--- a/app/otbPatchesExtraction.cxx
+++ b/app/otbPatchesExtraction.cxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
@@ -136,10 +136,6 @@ public:
     }
   }
 
-  void DoUpdateParameters()
-  {
-  }
-
   void DoInit()
   {
 
@@ -237,6 +233,12 @@ public:
     }
 
   }
+  
+  
+  void DoUpdateParameters()
+  {
+  }
+
 private:
   std::vector<SourceBundle> m_Bundles;
 
@@ -245,4 +247,4 @@ private:
 } // end namespace wrapper
 } // end namespace otb
 
-OTB_APPLICATION_EXPORT( otb::Wrapper::PatchesExtraction )
+OTB_APPLICATION_EXPORT(otb::Wrapper::PatchesExtraction)
diff --git a/app/otbPatchesSelection.cxx b/app/otbPatchesSelection.cxx
index eb6a31a8..5cbdc82a 100644
--- a/app/otbPatchesSelection.cxx
+++ b/app/otbPatchesSelection.cxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
@@ -68,7 +68,7 @@ class PatchesSelection : public Application
 {
 public:
   /** Standard class typedefs. */
-  typedef PatchesSelection          Self;
+  typedef PatchesSelection                    Self;
   typedef Application                         Superclass;
   typedef itk::SmartPointer<Self>             Pointer;
   typedef itk::SmartPointer<const Self>       ConstPointer;
@@ -100,11 +100,6 @@ public:
 
   typedef itk::MaskImageFilter<UInt8ImageType, UInt8ImageType, UInt8ImageType> MaskImageFilterType;
 
-  void DoUpdateParameters()
-  {
-  }
-
-
   void DoInit()
   {
 
@@ -167,22 +162,15 @@ public:
   {
   public:
     SampleBundle(){}
-    SampleBundle(unsigned int nClasses){
-      dist = DistributionType(nClasses);
-      id = 0;
+    explicit SampleBundle(unsigned int nClasses): dist(DistributionType(nClasses)), id(0), black(true){
       (void) point;
-      black = true;
       (void) index;
     }
     ~SampleBundle(){}
 
-    SampleBundle(const SampleBundle & other){
-      dist = other.GetDistribution();
-      id = other.GetSampleID();
-      point = other.GetPosition();
-      black = other.GetBlack();
-      index = other.GetIndex();
-    }
+    SampleBundle(const SampleBundle & other): dist(other.GetDistribution()), id(other.GetSampleID()),
+      point(other.GetPosition()), black(other.GetBlack()), index(other.GetIndex())
+    {}
 
     DistributionType GetDistribution() const
     {
@@ -539,7 +527,7 @@ public:
     PopulateVectorData(seed);
   }
 
-  void PopulateVectorData(std::vector<SampleBundle> & samples)
+  void PopulateVectorData(const std::vector<SampleBundle> & samples)
   {
     // Get data tree
     DataTreeType::Pointer treeTrain = m_OutVectorDataTrain->GetDataTree();
@@ -657,6 +645,11 @@ public:
 
   }
 
+
+  void DoUpdateParameters()
+  {
+  }
+
 private:
   RadiusType                   m_Radius;
   IsNoDataFilterType::Pointer  m_NoDataFilter;
diff --git a/app/otbTensorflowModelServe.cxx b/app/otbTensorflowModelServe.cxx
index f381ea66..af260a1e 100644
--- a/app/otbTensorflowModelServe.cxx
+++ b/app/otbTensorflowModelServe.cxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
@@ -62,10 +62,6 @@ public:
   /** Typedefs for images */
   typedef FloatVectorImageType::SizeType SizeType;
 
-  void DoUpdateParameters()
-  {
-  }
-
   //
   // Store stuff related to one source
   //
@@ -329,6 +325,11 @@ public:
       SetParameterOutputImage("out", m_TFFilter->GetOutput());
     }
   }
+  
+
+  void DoUpdateParameters()
+  {
+  }
 
 private:
 
diff --git a/app/otbTensorflowModelTrain.cxx b/app/otbTensorflowModelTrain.cxx
index ffb88e4c..e7901998 100644
--- a/app/otbTensorflowModelTrain.cxx
+++ b/app/otbTensorflowModelTrain.cxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
@@ -362,7 +362,7 @@ public:
   //
   // Get user placeholders
   //
-  TrainModelFilterType::DictType GetUserPlaceholders(const std::string key)
+  TrainModelFilterType::DictType GetUserPlaceholders(const std::string & key)
   {
     TrainModelFilterType::DictType dict;
     TrainModelFilterType::StringList expressions = GetParameterStringList(key);
diff --git a/app/otbTrainClassifierFromDeepFeatures.cxx b/app/otbTrainClassifierFromDeepFeatures.cxx
index ada83c51..39ac4189 100644
--- a/app/otbTrainClassifierFromDeepFeatures.cxx
+++ b/app/otbTrainClassifierFromDeepFeatures.cxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
@@ -121,11 +121,6 @@ private:
     GetInternalApplication("train")->AddImageToParameterInputImageList("io.il", GetInternalApplication("tfmodel")->GetParameterOutputImage("out"));
     UpdateInternalParameters("train");
     ExecuteInternal("train");
-  }   // DOExecute()
-
-  void AfterExecuteAndWriteOutputs()
-  {
-    // Nothing to do
   }
 
 };
diff --git a/include/otbTensorflowCommon.cxx b/include/otbTensorflowCommon.cxx
index 300f4b5a..662c9d3e 100644
--- a/include/otbTensorflowCommon.cxx
+++ b/include/otbTensorflowCommon.cxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowCommon.h b/include/otbTensorflowCommon.h
index 512ff5d9..fbd72810 100644
--- a/include/otbTensorflowCommon.h
+++ b/include/otbTensorflowCommon.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowCopyUtils.cxx b/include/otbTensorflowCopyUtils.cxx
index 63f4a98c..353d37f8 100644
--- a/include/otbTensorflowCopyUtils.cxx
+++ b/include/otbTensorflowCopyUtils.cxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowCopyUtils.h b/include/otbTensorflowCopyUtils.h
index 91cddef5..c369febc 100644
--- a/include/otbTensorflowCopyUtils.h
+++ b/include/otbTensorflowCopyUtils.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowDataTypeBridge.cxx b/include/otbTensorflowDataTypeBridge.cxx
index 0a9eded8..a510cb4e 100644
--- a/include/otbTensorflowDataTypeBridge.cxx
+++ b/include/otbTensorflowDataTypeBridge.cxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowDataTypeBridge.h b/include/otbTensorflowDataTypeBridge.h
index bce9791f..af6be18d 100644
--- a/include/otbTensorflowDataTypeBridge.h
+++ b/include/otbTensorflowDataTypeBridge.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index 3a4a4402..18d6f08f 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
@@ -109,11 +109,8 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
 
         itkDebugMacro("Found: " << layername << " in the model");
 
-        // Set default to DT_FLOAT
-        tensorflow::DataType ts_dt = tensorflow::DT_FLOAT;
-
         // Default (input?) tensor type
-        ts_dt = tensor_info.dtype();
+        tensorflow::DataType ts_dt = tensor_info.dtype();
         dataTypes.push_back(ts_dt);
 
         // Get the tensor's shape
diff --git a/include/otbTensorflowGraphOperations.h b/include/otbTensorflowGraphOperations.h
index 61c92411..f731c8d8 100644
--- a/include/otbTensorflowGraphOperations.h
+++ b/include/otbTensorflowGraphOperations.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowMultisourceModelBase.h b/include/otbTensorflowMultisourceModelBase.h
index 693a150d..f9ded7f6 100644
--- a/include/otbTensorflowMultisourceModelBase.h
+++ b/include/otbTensorflowMultisourceModelBase.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowMultisourceModelBase.hxx b/include/otbTensorflowMultisourceModelBase.hxx
index fd3cefc7..8476e3aa 100644
--- a/include/otbTensorflowMultisourceModelBase.hxx
+++ b/include/otbTensorflowMultisourceModelBase.hxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowMultisourceModelFilter.h b/include/otbTensorflowMultisourceModelFilter.h
index 74200eb6..0a0078cd 100644
--- a/include/otbTensorflowMultisourceModelFilter.h
+++ b/include/otbTensorflowMultisourceModelFilter.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowMultisourceModelFilter.hxx b/include/otbTensorflowMultisourceModelFilter.hxx
index 22be795b..b0db5386 100644
--- a/include/otbTensorflowMultisourceModelFilter.hxx
+++ b/include/otbTensorflowMultisourceModelFilter.hxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowMultisourceModelLearningBase.h b/include/otbTensorflowMultisourceModelLearningBase.h
index 6e4c571d..161dc2d4 100644
--- a/include/otbTensorflowMultisourceModelLearningBase.h
+++ b/include/otbTensorflowMultisourceModelLearningBase.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowMultisourceModelLearningBase.hxx b/include/otbTensorflowMultisourceModelLearningBase.hxx
index 49ba00df..28b2328b 100644
--- a/include/otbTensorflowMultisourceModelLearningBase.hxx
+++ b/include/otbTensorflowMultisourceModelLearningBase.hxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowMultisourceModelTrain.h b/include/otbTensorflowMultisourceModelTrain.h
index 58d02d25..8ec4c38c 100644
--- a/include/otbTensorflowMultisourceModelTrain.h
+++ b/include/otbTensorflowMultisourceModelTrain.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowMultisourceModelTrain.hxx b/include/otbTensorflowMultisourceModelTrain.hxx
index 23bb4e57..272dd639 100644
--- a/include/otbTensorflowMultisourceModelTrain.hxx
+++ b/include/otbTensorflowMultisourceModelTrain.hxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowMultisourceModelValidate.h b/include/otbTensorflowMultisourceModelValidate.h
index ce9fd45c..322f6a24 100644
--- a/include/otbTensorflowMultisourceModelValidate.h
+++ b/include/otbTensorflowMultisourceModelValidate.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowMultisourceModelValidate.hxx b/include/otbTensorflowMultisourceModelValidate.hxx
index d264ebb1..8ec685ba 100644
--- a/include/otbTensorflowMultisourceModelValidate.hxx
+++ b/include/otbTensorflowMultisourceModelValidate.hxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowSampler.h b/include/otbTensorflowSampler.h
index ffd6af61..bd363bc8 100644
--- a/include/otbTensorflowSampler.h
+++ b/include/otbTensorflowSampler.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowSampler.hxx b/include/otbTensorflowSampler.hxx
index cdcbf1fe..8c0ea745 100644
--- a/include/otbTensorflowSampler.hxx
+++ b/include/otbTensorflowSampler.hxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowSamplingUtils.cxx b/include/otbTensorflowSamplingUtils.cxx
index 5a68cdb2..5cf88f6b 100644
--- a/include/otbTensorflowSamplingUtils.cxx
+++ b/include/otbTensorflowSamplingUtils.cxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowSamplingUtils.h b/include/otbTensorflowSamplingUtils.h
index ab808a25..d81d7161 100644
--- a/include/otbTensorflowSamplingUtils.h
+++ b/include/otbTensorflowSamplingUtils.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowSource.h b/include/otbTensorflowSource.h
index ddec24b5..a262b170 100644
--- a/include/otbTensorflowSource.h
+++ b/include/otbTensorflowSource.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowSource.hxx b/include/otbTensorflowSource.hxx
index deb8abd2..3ed4588a 100644
--- a/include/otbTensorflowSource.hxx
+++ b/include/otbTensorflowSource.hxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowStreamerFilter.h b/include/otbTensorflowStreamerFilter.h
index 6aba8656..4730d369 100644
--- a/include/otbTensorflowStreamerFilter.h
+++ b/include/otbTensorflowStreamerFilter.h
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/include/otbTensorflowStreamerFilter.hxx b/include/otbTensorflowStreamerFilter.hxx
index b323047b..59904a54 100644
--- a/include/otbTensorflowStreamerFilter.hxx
+++ b/include/otbTensorflowStreamerFilter.hxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/test/otbTensorflowCopyUtilsTests.cxx b/test/otbTensorflowCopyUtilsTests.cxx
index 249f16e6..5b958646 100644
--- a/test/otbTensorflowCopyUtilsTests.cxx
+++ b/test/otbTensorflowCopyUtilsTests.cxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
diff --git a/test/otbTensorflowTests.cxx b/test/otbTensorflowTests.cxx
index c4989121..340b421d 100644
--- a/test/otbTensorflowTests.cxx
+++ b/test/otbTensorflowTests.cxx
@@ -1,7 +1,7 @@
 /*=========================================================================
 
      Copyright (c) 2018-2019 IRSTEA
-     Copyright (c) 2020-2020 INRAE
+     Copyright (c) 2020-2021 INRAE
 
 
      This software is distributed WITHOUT ANY WARRANTY; without even
-- 
GitLab


From 7ee0bde585eb4138c934dc16ded7d02edc0e126d Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 3 Nov 2021 13:23:34 +0100
Subject: [PATCH 233/281] WIP: fix cppcheck warnings (use stc::copy and
 std::transform, add override and init. NULL pointers)

---
 include/otbTensorflowMultisourceModelBase.h   |  2 +-
 include/otbTensorflowMultisourceModelBase.hxx | 24 +++++++------------
 ...tbTensorflowMultisourceModelLearningBase.h |  2 +-
 include/otbTensorflowSamplingUtils.h          | 22 +++++++----------
 include/otbTensorflowSource.h                 |  6 ++---
 include/otbTensorflowSource.hxx               | 11 ++++++++-
 6 files changed, 32 insertions(+), 35 deletions(-)

diff --git a/include/otbTensorflowMultisourceModelBase.h b/include/otbTensorflowMultisourceModelBase.h
index f9ded7f6..fe866733 100644
--- a/include/otbTensorflowMultisourceModelBase.h
+++ b/include/otbTensorflowMultisourceModelBase.h
@@ -131,7 +131,7 @@ public:
   itkGetMacro(OutputExpressionFields, SizeListType);
 
   /** User placeholders */
-  void SetUserPlaceholders(DictType dict) {m_UserPlaceholders = dict;}
+  void SetUserPlaceholders(const DictType & dict) {m_UserPlaceholders = dict;}
   DictType GetUserPlaceholders() {return m_UserPlaceholders;}
 
   /** Target nodes names */
diff --git a/include/otbTensorflowMultisourceModelBase.hxx b/include/otbTensorflowMultisourceModelBase.hxx
index 8476e3aa..b399d97e 100644
--- a/include/otbTensorflowMultisourceModelBase.hxx
+++ b/include/otbTensorflowMultisourceModelBase.hxx
@@ -23,6 +23,8 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
 {
   Superclass::SetCoordinateTolerance(itk::NumericTraits<double>::max() );
   Superclass::SetDirectionTolerance(itk::NumericTraits<double>::max() );
+  
+  m_SavedModel = NULL;
 }
 
 template <class TInputImage, class TOutputImage>
@@ -103,10 +105,7 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
 {
 
   // Add the user's placeholders
-  for (auto& dict: this->GetUserPlaceholders())
-  {
-    inputs.push_back(dict);
-  }
+  std::copy(this->GetUserPlaceholders().begin(), this->GetUserPlaceholders().end(), inputs.begin());
 
   // Run the TF session here
   // The session will initialize the outputs
@@ -115,20 +114,15 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
   // Decloud example: For TF1 model, it is specified by the user as "tower_0:s2_t". For TF2 model, it must be specified by the user as "s2_t"
   // Thus, for TF2, we must transform that to "serving_default_s2_t"
   DictType inputs_new;
-  for (auto& dict: inputs)
-  {
-    DictElementType element = {m_UserNameToLayerNameMapping[dict.first], dict.second};
-    inputs_new.push_back(element);
-  }
+  std::transform(inputs.begin(), inputs.end(), inputs_new.begin(),
+                 [this](DictElementType dict) -> DictElementType {return {this->m_UserNameToLayerNameMapping[dict.first], dict.second}; });
 
-  StringList m_OutputTensors_new;
-  for (auto& name: m_OutputTensors)
-  {
-    m_OutputTensors_new.push_back(m_UserNameToLayerNameMapping[name]);
-  }
+  StringList outputTensors_new;
+  std::transform(m_OutputTensors.begin(), m_OutputTensors.end(), outputTensors_new.begin(),
+                 [this](std::string name) -> std::string {return this->m_UserNameToLayerNameMapping[name]; });
 
   // Run the session, evaluating our output tensors from the graph
-  auto status = this->GetSavedModel()->session.get()->Run(inputs_new, m_OutputTensors_new, m_TargetNodesNames, &outputs);
+  auto status = this->GetSavedModel()->session.get()->Run(inputs_new, outputTensors_new, m_TargetNodesNames, &outputs);
  
 
   if (!status.ok())
diff --git a/include/otbTensorflowMultisourceModelLearningBase.h b/include/otbTensorflowMultisourceModelLearningBase.h
index 161dc2d4..0663f17a 100644
--- a/include/otbTensorflowMultisourceModelLearningBase.h
+++ b/include/otbTensorflowMultisourceModelLearningBase.h
@@ -100,7 +100,7 @@ protected:
   TensorflowMultisourceModelLearningBase();
   virtual ~TensorflowMultisourceModelLearningBase() {};
 
-  virtual void GenerateOutputInformation(void);
+  virtual void GenerateOutputInformation(void) override;
 
   virtual void GenerateInputRequestedRegion();
 
diff --git a/include/otbTensorflowSamplingUtils.h b/include/otbTensorflowSamplingUtils.h
index d81d7161..585f9013 100644
--- a/include/otbTensorflowSamplingUtils.h
+++ b/include/otbTensorflowSamplingUtils.h
@@ -27,23 +27,17 @@ public:
   typedef typename TImage::PixelType ValueType;
   typedef vnl_vector<float> CountsType;
 
-  Distribution(unsigned int nClasses){
-    m_NbOfClasses = nClasses;
-    m_Dist = CountsType(nClasses, 0);
-
+  explicit Distribution(unsigned int nClasses): m_NbOfClasses(nClasses), m_Dist(CountsType(nClasses, 0))
+  {
   }
-  Distribution(unsigned int nClasses, float fillValue){
-    m_NbOfClasses = nClasses;
-    m_Dist = CountsType(nClasses, fillValue);
-
+  Distribution(unsigned int nClasses, float fillValue): m_NbOfClasses(nClasses), m_Dist(CountsType(nClasses, fillValue))
+  {
   }
-  Distribution(){
-    m_NbOfClasses = 2;
-    m_Dist = CountsType(m_NbOfClasses, 0);
+  Distribution(): m_NbOfClasses(2), m_Dist(CountsType(m_NbOfClasses, 0))
+  {
   }
-  Distribution(const Distribution & other){
-    m_Dist = other.Get();
-    m_NbOfClasses = m_Dist.size();
+  Distribution(const Distribution & other): m_Dist(other.Get()), m_NbOfClasses(m_Dist.size())
+  {
   }
   ~Distribution(){}
 
diff --git a/include/otbTensorflowSource.h b/include/otbTensorflowSource.h
index a262b170..1556997f 100644
--- a/include/otbTensorflowSource.h
+++ b/include/otbTensorflowSource.h
@@ -25,9 +25,9 @@ namespace otb
 {
 
 /*
- * This is a simple helper to create images concatenation.
+ * This is a helper for images concatenation.
  * Images must have the same size.
- * This is basically the common input type used in every OTB-TF applications.
+ * This is the common input type used in every OTB-TF applications.
  */
 template<class TImage>
 class TensorflowSource
@@ -60,7 +60,7 @@ public:
   // Get the source output
   FloatVectorImagePointerType Get();
 
-  TensorflowSource(){};
+  TensorflowSource();
   virtual ~TensorflowSource (){};
 
 private:
diff --git a/include/otbTensorflowSource.hxx b/include/otbTensorflowSource.hxx
index 3ed4588a..2ad57586 100644
--- a/include/otbTensorflowSource.hxx
+++ b/include/otbTensorflowSource.hxx
@@ -17,12 +17,21 @@
 namespace otb
 {
 
+//
+// Constructor
+//
+template <class TImage>
+TensorflowSource<TImage>
+::TensorflowSource()
+{}
+
 //
 // Prepare the big stack of images
 //
 template <class TImage>
 void
-TensorflowSource<TImage>::Set(FloatVectorImageListType * inputList)
+TensorflowSource<TImage>
+::Set(FloatVectorImageListType * inputList)
 {
   // Create one stack for input images list
   m_Concatener    = ListConcatenerFilterType::New();
-- 
GitLab


From 9a46d2df308fe8912d463f1a04514cee4636faf3 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 3 Nov 2021 14:27:48 +0100
Subject: [PATCH 234/281] COMP: add include dir in cppcheck

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 418c9052..8fbef75a 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -54,7 +54,7 @@ cppcheck:
   allow_failure: true
   script:
     - sudo apt update && sudo apt install cppcheck -y
-    - cppcheck --enable=all --error-exitcode=1 $OTBTF_SRC/
+    - cd $OTBTF_SRC/ && cppcheck --enable=all --error-exitcode=1 -I include/ .
 
 ctest:
   stage: Test
-- 
GitLab


From 5e22acebfa96b71669df92a84d08c5202412c051 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicolas=20Nar=C3=A7on?= <nicolas.narcon@inrae.fr>
Date: Wed, 3 Nov 2021 16:12:48 +0100
Subject: [PATCH 235/281] ENH: set default values for receptive fields to 1

---
 app/otbTensorflowModelServe.cxx | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/app/otbTensorflowModelServe.cxx b/app/otbTensorflowModelServe.cxx
index 702030c0..7cce77f5 100644
--- a/app/otbTensorflowModelServe.cxx
+++ b/app/otbTensorflowModelServe.cxx
@@ -120,8 +120,10 @@ public:
     AddParameter(ParameterType_InputImageList, ss_key_in.str(),     ss_desc_in.str() );
     AddParameter(ParameterType_Int,            ss_key_dims_x.str(), ss_desc_dims_x.str());
     SetMinimumParameterIntValue               (ss_key_dims_x.str(), 1);
+    SetDefaultParameterInt                    (ss_key_dims_x.str(), 1);
     AddParameter(ParameterType_Int,            ss_key_dims_y.str(), ss_desc_dims_y.str());
     SetMinimumParameterIntValue               (ss_key_dims_y.str(), 1);
+    SetDefaultParameterInt                    (ss_key_dims_y.str(), 1);
     AddParameter(ParameterType_String,         ss_key_ph.str(),     ss_desc_ph.str());
     MandatoryOff                              (ss_key_ph.str());
 
-- 
GitLab


From 952e769ebb53d510af159a6b5e37320e7e442dcd Mon Sep 17 00:00:00 2001
From: Narcon Nicolas <nicolas.narcon@inrae.fr>
Date: Wed, 3 Nov 2021 16:30:26 +0100
Subject: [PATCH 236/281] TEMP: just to check artifacts when success

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 418c9052..fd754221 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -65,10 +65,10 @@ ctest:
   after_script:
     - cp -r $OTB_BUILD/Testing/Temporary $CI_PROJECT_DIR/testing  # Copy artifacts (they must be in $CI_PROJECT_DIR)
   artifacts:
-    when: on_failure
     paths:
       - testing/*.*
     expire_in: 1 week
+#    when: on_failure
 
 sr4rs:
   stage: Test
-- 
GitLab


From aacae9bcfa497530e6171c7e06ebe7846d178b31 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 3 Nov 2021 16:52:40 +0100
Subject: [PATCH 237/281] FIX: use std::back_inserter for placeholders

---
 include/otbTensorflowMultisourceModelBase.hxx | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/include/otbTensorflowMultisourceModelBase.hxx b/include/otbTensorflowMultisourceModelBase.hxx
index b399d97e..70cd94ce 100644
--- a/include/otbTensorflowMultisourceModelBase.hxx
+++ b/include/otbTensorflowMultisourceModelBase.hxx
@@ -105,7 +105,7 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
 {
 
   // Add the user's placeholders
-  std::copy(this->GetUserPlaceholders().begin(), this->GetUserPlaceholders().end(), inputs.begin());
+  std::copy(this->GetUserPlaceholders().begin(), this->GetUserPlaceholders().end(), std::back_inserter(inputs));
 
   // Run the TF session here
   // The session will initialize the outputs
@@ -114,11 +114,11 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
   // Decloud example: For TF1 model, it is specified by the user as "tower_0:s2_t". For TF2 model, it must be specified by the user as "s2_t"
   // Thus, for TF2, we must transform that to "serving_default_s2_t"
   DictType inputs_new;
-  std::transform(inputs.begin(), inputs.end(), inputs_new.begin(),
+  std::transform(inputs.begin(), inputs.end(), std::back_inserter(inputs_new),
                  [this](DictElementType dict) -> DictElementType {return {this->m_UserNameToLayerNameMapping[dict.first], dict.second}; });
 
   StringList outputTensors_new;
-  std::transform(m_OutputTensors.begin(), m_OutputTensors.end(), outputTensors_new.begin(),
+  std::transform(m_OutputTensors.begin(), m_OutputTensors.end(), std::back_inserter(outputTensors_new),
                  [this](std::string name) -> std::string {return this->m_UserNameToLayerNameMapping[name]; });
 
   // Run the session, evaluating our output tensors from the graph
-- 
GitLab


From f4db15e14767b7afb2fa7502d676864b72428828 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 3 Nov 2021 17:00:51 +0100
Subject: [PATCH 238/281] ENH: use --logging-format-style=new in pylint

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 8fbef75a..893694ba 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -41,7 +41,7 @@ pylint:
   allow_failure: true
   script:
     - sudo apt update && sudo apt install pylint -y
-    - pylint --disable=too-many-nested-blocks,too-many-locals,too-many-statements,too-few-public-methods,too-many-instance-attributes,too-many-arguments --ignored-modules=tensorflow --max-line-length=120 $OTBTF_SRC/python
+    - pylint --disable=too-many-nested-blocks,too-many-locals,too-many-statements,too-few-public-methods,too-many-instance-attributes,too-many-arguments --ignored-modules=tensorflow --max-line-length=120 --logging-format-style=new $OTBTF_SRC/python
 
 codespell:
   stage: Static Analysis
-- 
GitLab


From ae08833c3057a67747a59a08b27254354d616628 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 3 Nov 2021 17:01:11 +0100
Subject: [PATCH 239/281] TEST: comply with PEP

---
 python/ckpt2savedmodel.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/python/ckpt2savedmodel.py b/python/ckpt2savedmodel.py
index 1892757e..117203ba 100755
--- a/python/ckpt2savedmodel.py
+++ b/python/ckpt2savedmodel.py
@@ -28,6 +28,7 @@ keras in Tensorflow 2).
 import argparse
 from tricks import ckpt_to_savedmodel
 
+
 def main():
     """
     Main function
@@ -48,5 +49,6 @@ def main():
                        savedmodel_path=params.model,
                        clear_devices=params.clear_devices)
 
+
 if __name__ == "__main__":
     main()
-- 
GitLab


From 9e652f12e6c8e1802de4c6ae03a02541c0c8cebe Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 3 Nov 2021 17:52:15 +0100
Subject: [PATCH 240/281] STYLE: remove trailing spaces

---
 app/otbLabelImageSampleSelection.cxx | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/app/otbLabelImageSampleSelection.cxx b/app/otbLabelImageSampleSelection.cxx
index 6b395e64..50396fa0 100644
--- a/app/otbLabelImageSampleSelection.cxx
+++ b/app/otbLabelImageSampleSelection.cxx
@@ -35,7 +35,7 @@ class LabelImageSampleSelection : public Application
 {
 public:
   /** Standard class typedefs. */
-  typedef LabelImageSampleSelection          Self;
+  typedef LabelImageSampleSelection           Self;
   typedef Application                         Superclass;
   typedef itk::SmartPointer<Self>             Pointer;
   typedef itk::SmartPointer<const Self>       ConstPointer;
@@ -385,4 +385,4 @@ private:
 } // end namespace wrapper
 } // end namespace otb
 
-OTB_APPLICATION_EXPORT( otb::Wrapper::LabelImageSampleSelection )
+OTB_APPLICATION_EXPORT(otb::Wrapper::LabelImageSampleSelection)
-- 
GitLab


From 452626faf1bed59c00cb5b2acd848df1775a664e Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 3 Nov 2021 17:52:50 +0100
Subject: [PATCH 241/281] STYLE: add cppcheck-suppress unusedFunction

---
 test/otbTensorflowTests.cxx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/test/otbTensorflowTests.cxx b/test/otbTensorflowTests.cxx
index 340b421d..9ed0d11a 100644
--- a/test/otbTensorflowTests.cxx
+++ b/test/otbTensorflowTests.cxx
@@ -11,6 +11,7 @@
 =========================================================================*/
 #include "otbTestMain.h"
 
+// cppcheck-suppress unusedFunction
 void RegisterTests()
 {
   REGISTER_TEST(floatValueToTensorTest);
@@ -21,4 +22,3 @@ void RegisterTests()
   REGISTER_TEST(boolVecValueToTensorTest);
 }
 
-
-- 
GitLab


From f1ec4475c1ef032c199f2627f5ffb75a6a2c7a0e Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 3 Nov 2021 17:53:11 +0100
Subject: [PATCH 242/281] STYLE: add cppcheck-suppress unusedFunction

---
 include/otbTensorflowGraphOperations.cxx | 1 +
 1 file changed, 1 insertion(+)

diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index 18d6f08f..0e89fe77 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -133,6 +133,7 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
 //
 // Print a lot of stuff about the specified nodes of the graph
 //
+// cppcheck-suppress unusedFunction
 void PrintNodeAttributes(const tensorflow::GraphDef & graph, std::vector<std::string> & nodesNames)
 {
   std::cout << "Go through graph:" << std::endl;
-- 
GitLab


From 788058ee6772242bb9cf0cd54d15f458ebc43f0b Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 3 Nov 2021 18:47:01 +0100
Subject: [PATCH 243/281] DOC: remove unused DocSeeAlso

---
 app/otbDensePolygonClassStatistics.cxx | 136 +++++++++++++------------
 1 file changed, 72 insertions(+), 64 deletions(-)

diff --git a/app/otbDensePolygonClassStatistics.cxx b/app/otbDensePolygonClassStatistics.cxx
index dc80a95c..fa7c2701 100644
--- a/app/otbDensePolygonClassStatistics.cxx
+++ b/app/otbDensePolygonClassStatistics.cxx
@@ -9,18 +9,24 @@
      PURPOSE.  See the above copyright notices for more information.
 
 =========================================================================*/
-#include "otbWrapperApplication.h"
+#include "itkFixedArray.h"
+#include "itkObjectFactory.h"
 #include "otbWrapperApplicationFactory.h"
 
+// Application engine
+#include "otbStandardFilterWatcher.h"
+#include "itkFixedArray.h"
+
+// Filters
 #include "otbStatisticsXMLFileWriter.h"
 #include "otbWrapperElevationParametersHandler.h"
-
 #include "otbVectorDataToLabelImageFilter.h"
 #include "otbImageToNoDataMaskFilter.h"
 #include "otbStreamingStatisticsMapFromLabelImageFilter.h"
 #include "otbVectorDataIntoImageProjectionFilter.h"
 #include "otbImageToVectorImageCastFilter.h"
 
+// OGR
 #include "otbOGR.h"
 
 namespace otb
@@ -80,7 +86,6 @@ public:
       "  - number of samples per geometry\n");
     SetDocLimitations("None");
     SetDocAuthors("Remi Cresson");
-    SetDocSeeAlso(" ");
 
     AddDocTag(Tags::Learning);
 
@@ -107,67 +112,11 @@ public:
     SetDocExampleParameterValue("field", "label");
     SetDocExampleParameterValue("out","polygonStat.xml");
 
-    SetOfficialDocLink();
-  }
-
-  void DoUpdateParameters()
-  {
-     if ( HasValue("vec") )
-      {
-      std::string vectorFile = GetParameterString("vec");
-      ogr::DataSource::Pointer ogrDS =
-        ogr::DataSource::New(vectorFile, ogr::DataSource::Modes::Read);
-      ogr::Layer layer = ogrDS->GetLayer(0);
-      ogr::Feature feature = layer.ogr().GetNextFeature();
-
-      ClearChoices("field");
-      
-      for(int iField=0; iField<feature.ogr().GetFieldCount(); iField++)
-        {
-        std::string key, item = feature.ogr().GetFieldDefnRef(iField)->GetNameRef();
-        key = item;
-        std::string::iterator end = std::remove_if(key.begin(),key.end(),IsNotAlphaNum);
-        std::transform(key.begin(), end, key.begin(), tolower);
-        
-        OGRFieldType fieldType = feature.ogr().GetFieldDefnRef(iField)->GetType();
-        
-        if(fieldType == OFTString || fieldType == OFTInteger || fieldType == OFTInteger64)
-          {
-          std::string tmpKey="field."+key.substr(0, end - key.begin());
-          AddChoice(tmpKey,item);
-          }
-        }
-      }
-
-     // Check that the extension of the output parameter is XML (mandatory for
-     // StatisticsXMLFileWriter)
-     // Check it here to trigger the error before polygons analysis
-     
-     if ( HasValue("out") )
-       {
-       // Store filename extension
-       // Check that the right extension is given : expected .xml
-       const std::string extension = itksys::SystemTools::GetFilenameLastExtension(this->GetParameterString("out"));
-
-       if (itksys::SystemTools::LowerCase(extension) != ".xml")
-         {
-         otbAppLogFATAL( << extension << " is a wrong extension for parameter \"out\": Expected .xml" );
-         }
-       }
   }
 
   void DoExecute()
   {
 
-  // Filters
-  VectorDataReprojFilterType::Pointer m_VectorDataReprojectionFilter;
-  RasterizeFilterType::Pointer m_RasterizeFIDFilter;
-  RasterizeFilterType::Pointer m_RasterizeClassFilter;
-  NoDataMaskFilterType::Pointer m_NoDataFilter;
-  CastFilterType::Pointer m_NoDataCastFilter;
-  StatsFilterType::Pointer m_FIDStatsFilter;
-  StatsFilterType::Pointer m_ClassStatsFilter;
-
   // Retrieve the field name
   std::vector<int> selectedCFieldIdx = GetSelectedItems("field");
 
@@ -246,14 +195,73 @@ public:
   fidMap.erase(intNoData);
   classMap.erase(intNoData);
 
-  StatWriterType::Pointer statWriter = StatWriterType::New();
-  statWriter->SetFileName(this->GetParameterString("out"));
-  statWriter->AddInputMap<StatsFilterType::LabelPopulationMapType>("samplesPerClass",classMap);
-  statWriter->AddInputMap<StatsFilterType::LabelPopulationMapType>("samplesPerVector",fidMap);
-  statWriter->Update();
+  m_StatWriter = StatWriterType::New();
+  m_StatWriter->SetFileName(this->GetParameterString("out"));
+  m_StatWriter->AddInputMap<StatsFilterType::LabelPopulationMapType>("samplesPerClass", classMap);
+  m_StatWriter->AddInputMap<StatsFilterType::LabelPopulationMapType>("samplesPerVector", fidMap);
+  m_StatWriter->Update();
+
+  }
+
+  void DoUpdateParameters()
+  {
+     if (HasValue("vec"))
+      {
+      std::string vectorFile = GetParameterString("vec");
+      ogr::DataSource::Pointer ogrDS =
+        ogr::DataSource::New(vectorFile, ogr::DataSource::Modes::Read);
+      ogr::Layer layer = ogrDS->GetLayer(0);
+      ogr::Feature feature = layer.ogr().GetNextFeature();
+
+      ClearChoices("field");
 
+      for(int iField=0; iField<feature.ogr().GetFieldCount(); iField++)
+        {
+        std::string key, item = feature.ogr().GetFieldDefnRef(iField)->GetNameRef();
+        key = item;
+        std::string::iterator end = std::remove_if(key.begin(),key.end(),IsNotAlphaNum);
+        std::transform(key.begin(), end, key.begin(), tolower);
+
+        OGRFieldType fieldType = feature.ogr().GetFieldDefnRef(iField)->GetType();
+
+        if(fieldType == OFTString || fieldType == OFTInteger || fieldType == OFTInteger64)
+          {
+          std::string tmpKey="field."+key.substr(0, end - key.begin());
+          AddChoice(tmpKey,item);
+          }
+        }
+      }
+
+     // Check that the extension of the output parameter is XML (mandatory for
+     // StatisticsXMLFileWriter)
+     // Check it here to trigger the error before polygons analysis
+
+     if (HasValue("out"))
+       {
+       // Store filename extension
+       // Check that the right extension is given : expected .xml
+       const std::string extension = itksys::SystemTools::GetFilenameLastExtension(this->GetParameterString("out"));
+
+       if (itksys::SystemTools::LowerCase(extension) != ".xml")
+         {
+         otbAppLogFATAL( << extension << " is a wrong extension for parameter \"out\": Expected .xml" );
+         }
+       }
   }
 
+
+
+private:
+  // Filters
+  VectorDataReprojFilterType::Pointer m_VectorDataReprojectionFilter;
+  RasterizeFilterType::Pointer m_RasterizeFIDFilter;
+  RasterizeFilterType::Pointer m_RasterizeClassFilter;
+  NoDataMaskFilterType::Pointer m_NoDataFilter;
+  CastFilterType::Pointer m_NoDataCastFilter;
+  StatsFilterType::Pointer m_FIDStatsFilter;
+  StatsFilterType::Pointer m_ClassStatsFilter;
+  StatWriterType::Pointer m_StatWriter;
+
 };
 
 } // end of namespace Wrapper
-- 
GitLab


From 6bc39fd6515375f0a73f5a2ecc04193709cd4765 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 3 Nov 2021 18:47:39 +0100
Subject: [PATCH 244/281] COMP: soften cppcheck on unused functions

---
 .gitlab-ci.yml              | 2 +-
 test/otbTensorflowTests.cxx | 1 -
 2 files changed, 1 insertion(+), 2 deletions(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 893694ba..8baac130 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -54,7 +54,7 @@ cppcheck:
   allow_failure: true
   script:
     - sudo apt update && sudo apt install cppcheck -y
-    - cd $OTBTF_SRC/ && cppcheck --enable=all --error-exitcode=1 -I include/ .
+    - cd $OTBTF_SRC/ && cppcheck --enable=all --error-exitcode=1 -I include/ --suppress=missingInclude --inline-suppr --force .
 
 ctest:
   stage: Test
diff --git a/test/otbTensorflowTests.cxx b/test/otbTensorflowTests.cxx
index 9ed0d11a..50e9a91a 100644
--- a/test/otbTensorflowTests.cxx
+++ b/test/otbTensorflowTests.cxx
@@ -11,7 +11,6 @@
 =========================================================================*/
 #include "otbTestMain.h"
 
-// cppcheck-suppress unusedFunction
 void RegisterTests()
 {
   REGISTER_TEST(floatValueToTensorTest);
-- 
GitLab


From 526193f2ae030f05fc9a4dce3a01982476440ab1 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 3 Nov 2021 18:50:23 +0100
Subject: [PATCH 245/281] COMP: remove // cppcheck-suppress unusedFunction

---
 include/otbTensorflowGraphOperations.cxx | 1 -
 1 file changed, 1 deletion(-)

diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index 0e89fe77..18d6f08f 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -133,7 +133,6 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
 //
 // Print a lot of stuff about the specified nodes of the graph
 //
-// cppcheck-suppress unusedFunction
 void PrintNodeAttributes(const tensorflow::GraphDef & graph, std::vector<std::string> & nodesNames)
 {
   std::cout << "Go through graph:" << std::endl;
-- 
GitLab


From f0889331a148a0f1c921227f08381128ebe59e98 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 3 Nov 2021 19:07:44 +0100
Subject: [PATCH 246/281] COMP: soften cppcheck on unused functions

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 8baac130..f5b4f944 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -54,7 +54,7 @@ cppcheck:
   allow_failure: true
   script:
     - sudo apt update && sudo apt install cppcheck -y
-    - cd $OTBTF_SRC/ && cppcheck --enable=all --error-exitcode=1 -I include/ --suppress=missingInclude --inline-suppr --force .
+    - cd $OTBTF_SRC/ && cppcheck --enable=all --error-exitcode=1 -I include/ --suppress=missingInclude --suppress=unusedFunction --inline-suppr --force .
 
 ctest:
   stage: Test
-- 
GitLab


From cc763ce3c6c2294e2d6ebf18d983a6b207eac075 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Wed, 3 Nov 2021 19:14:56 +0100
Subject: [PATCH 247/281] COMP: remove --inline-suppr --force in cppcheck

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index f5b4f944..ef933451 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -54,7 +54,7 @@ cppcheck:
   allow_failure: true
   script:
     - sudo apt update && sudo apt install cppcheck -y
-    - cd $OTBTF_SRC/ && cppcheck --enable=all --error-exitcode=1 -I include/ --suppress=missingInclude --suppress=unusedFunction --inline-suppr --force .
+    - cd $OTBTF_SRC/ && cppcheck --enable=all --error-exitcode=1 -I include/ --suppress=missingInclude --suppress=unusedFunction .
 
 ctest:
   stage: Test
-- 
GitLab


From 9d6f4343db379426b263d706169ddd6f0692552c Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicolas=20Nar=C3=A7on?= <nicolas.narcon@inrae.fr>
Date: Thu, 4 Nov 2021 12:26:01 +0100
Subject: [PATCH 248/281] ENH: change itkDebugMacro to otbLogMacro

---
 include/otbTensorflowCopyUtils.cxx              |  2 +-
 include/otbTensorflowCopyUtils.h                |  3 +++
 include/otbTensorflowGraphOperations.cxx        | 10 +++++-----
 include/otbTensorflowGraphOperations.h          |  3 +++
 include/otbTensorflowMultisourceModelFilter.h   |  3 +++
 include/otbTensorflowMultisourceModelFilter.hxx |  2 +-
 6 files changed, 16 insertions(+), 7 deletions(-)

diff --git a/include/otbTensorflowCopyUtils.cxx b/include/otbTensorflowCopyUtils.cxx
index 4ac1cf2e..27f1433f 100644
--- a/include/otbTensorflowCopyUtils.cxx
+++ b/include/otbTensorflowCopyUtils.cxx
@@ -405,7 +405,7 @@ ValueToTensor(std::string value)
     }
     idx++;
   }
-  itkDebugMacro("Returning tensor: "<< out.DebugString());
+  otbLogMacro(Debug, "Returning tensor: "<< out.DebugString());
 
   return out;
 }
diff --git a/include/otbTensorflowCopyUtils.h b/include/otbTensorflowCopyUtils.h
index 91cddef5..e9e59a7e 100644
--- a/include/otbTensorflowCopyUtils.h
+++ b/include/otbTensorflowCopyUtils.h
@@ -15,6 +15,9 @@
 // ITK exception
 #include "itkMacro.h"
 
+// OTB log
+#include "otbMacro.h"
+
 // ITK image iterators
 #include "itkImageRegionIterator.h"
 #include "itkImageRegionConstIterator.h"
diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index 05d32634..5d3d42f0 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -86,11 +86,11 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
   dataTypes.clear();
   dataTypes.reserve(tensorsNames.size());
 
-  itkDebugMacro("Nodes contained in the model: ");
+  otbLogMacro(Debug, "Nodes contained in the model: ");
   int i = 0;
   for (auto const & layer : layers)
     {
-      itkDebugMacro("Node "<< i << " inside the model: " << layer.first);
+      otbLogMacro(Debug, "Node "<< i << " inside the model: " << layer.first);
       i+=1;
     }
 
@@ -114,7 +114,7 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
         {
           layerNames.push_back(layer.second.name());
           tensor_info = layer.second;
-          itkDebugMacro("Input " << k << "corresponds to" <<  layer.first << " in the model");
+          otbLogMacro(Debug, "Input " << k << "corresponds to" <<  layer.first << " in the model");
         }
         j+=1;
       }
@@ -123,7 +123,7 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
     // Else, if the user specified the placeholdername, find the corresponding layer inside the model
     else
     {
-      itkDebugMacro("Searching for corresponding node of: " << (*nameIt) << "... ");
+      otbLogMacro(Debug, "Searching for corresponding node of: " << (*nameIt) << "... ");
       for (auto const & layer : layers)
       {
         // layer is a pair (name, tensor_info)
@@ -134,7 +134,7 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
           found = true;
           layerNames.push_back(layer.second.name());
           tensor_info = layer.second;
-          itkDebugMacro("Found: " << layer.second.name() << " in the model");
+          otbLogMacro(Debug, "Found: " << layer.second.name() << " in the model");
         }
       } // next layer
     } //end else
diff --git a/include/otbTensorflowGraphOperations.h b/include/otbTensorflowGraphOperations.h
index 61c92411..f83e04de 100644
--- a/include/otbTensorflowGraphOperations.h
+++ b/include/otbTensorflowGraphOperations.h
@@ -24,6 +24,9 @@
 // ITK exception
 #include "itkMacro.h"
 
+// OTB log
+#include "otbMacro.h"
+
 namespace otb {
 namespace tf {
 
diff --git a/include/otbTensorflowMultisourceModelFilter.h b/include/otbTensorflowMultisourceModelFilter.h
index 74200eb6..aa74c4ff 100644
--- a/include/otbTensorflowMultisourceModelFilter.h
+++ b/include/otbTensorflowMultisourceModelFilter.h
@@ -26,6 +26,9 @@
 #include "itkMetaDataObject.h"
 #include "otbMetaDataKey.h"
 
+// OTB log
+#include "otbMacro.h"
+
 namespace otb
 {
 
diff --git a/include/otbTensorflowMultisourceModelFilter.hxx b/include/otbTensorflowMultisourceModelFilter.hxx
index 43b6ed76..3453ad56 100644
--- a/include/otbTensorflowMultisourceModelFilter.hxx
+++ b/include/otbTensorflowMultisourceModelFilter.hxx
@@ -333,7 +333,7 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
     if (!OutputRegionToInputRegion(requestedRegion, inRegion, inputImage) )
       {
       // Image does not overlap requested region: set requested region to null
-      itkDebugMacro( <<  "Image #" << i << " :\n" << inRegion << " is outside the requested region");
+      otbLogMacro(Debug,  <<  "Image #" << i << " :\n" << inRegion << " is outside the requested region");
       inRegion.GetModifiableIndex().Fill(0);
       inRegion.GetModifiableSize().Fill(0);
       }
-- 
GitLab


From 575671696521801ff31a380d239adff36ed23195 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicolas=20Nar=C3=A7on?= <nicolas.narcon@inrae.fr>
Date: Thu, 4 Nov 2021 12:28:52 +0100
Subject: [PATCH 249/281] ENH: change itkDebugMacro to otbLogMacro

---
 include/otbTensorflowCopyUtils.cxx              |  2 +-
 include/otbTensorflowGraphOperations.cxx        | 10 +++++-----
 include/otbTensorflowMultisourceModelFilter.hxx |  2 +-
 3 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/include/otbTensorflowCopyUtils.cxx b/include/otbTensorflowCopyUtils.cxx
index 27f1433f..497d0ae9 100644
--- a/include/otbTensorflowCopyUtils.cxx
+++ b/include/otbTensorflowCopyUtils.cxx
@@ -405,7 +405,7 @@ ValueToTensor(std::string value)
     }
     idx++;
   }
-  otbLogMacro(Debug, "Returning tensor: "<< out.DebugString());
+  otbLogMacro(Debug,  << "Returning tensor: "<< out.DebugString());
 
   return out;
 }
diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index 5d3d42f0..56993075 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -86,11 +86,11 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
   dataTypes.clear();
   dataTypes.reserve(tensorsNames.size());
 
-  otbLogMacro(Debug, "Nodes contained in the model: ");
+  otbLogMacro(Debug,  <<  << "Nodes contained in the model: ");
   int i = 0;
   for (auto const & layer : layers)
     {
-      otbLogMacro(Debug, "Node "<< i << " inside the model: " << layer.first);
+      otbLogMacro(Debug,  <<  << "Node "<< i << " inside the model: " << layer.first);
       i+=1;
     }
 
@@ -114,7 +114,7 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
         {
           layerNames.push_back(layer.second.name());
           tensor_info = layer.second;
-          otbLogMacro(Debug, "Input " << k << "corresponds to" <<  layer.first << " in the model");
+          otbLogMacro(Debug,  << "Input " << k << "corresponds to" <<  layer.first << " in the model");
         }
         j+=1;
       }
@@ -123,7 +123,7 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
     // Else, if the user specified the placeholdername, find the corresponding layer inside the model
     else
     {
-      otbLogMacro(Debug, "Searching for corresponding node of: " << (*nameIt) << "... ");
+      otbLogMacro(Debug,  << "Searching for corresponding node of: " << (*nameIt) << "... ");
       for (auto const & layer : layers)
       {
         // layer is a pair (name, tensor_info)
@@ -134,7 +134,7 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
           found = true;
           layerNames.push_back(layer.second.name());
           tensor_info = layer.second;
-          otbLogMacro(Debug, "Found: " << layer.second.name() << " in the model");
+          otbLogMacro(Debug,  << "Found: " << layer.second.name() << " in the model");
         }
       } // next layer
     } //end else
diff --git a/include/otbTensorflowMultisourceModelFilter.hxx b/include/otbTensorflowMultisourceModelFilter.hxx
index 3453ad56..b7e4f873 100644
--- a/include/otbTensorflowMultisourceModelFilter.hxx
+++ b/include/otbTensorflowMultisourceModelFilter.hxx
@@ -333,7 +333,7 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
     if (!OutputRegionToInputRegion(requestedRegion, inRegion, inputImage) )
       {
       // Image does not overlap requested region: set requested region to null
-      otbLogMacro(Debug,  <<  "Image #" << i << " :\n" << inRegion << " is outside the requested region");
+      otbLogMacro(Debug,  <<  <<  "Image #" << i << " :\n" << inRegion << " is outside the requested region");
       inRegion.GetModifiableIndex().Fill(0);
       inRegion.GetModifiableSize().Fill(0);
       }
-- 
GitLab


From af779ef792d64c1114df3ae470b03106ae0feb3a Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicolas=20Nar=C3=A7on?= <nicolas.narcon@inrae.fr>
Date: Thu, 4 Nov 2021 12:30:56 +0100
Subject: [PATCH 250/281] FIX: syntax

---
 include/otbTensorflowGraphOperations.cxx        | 4 ++--
 include/otbTensorflowMultisourceModelFilter.hxx | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index 56993075..578ba24e 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -86,11 +86,11 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
   dataTypes.clear();
   dataTypes.reserve(tensorsNames.size());
 
-  otbLogMacro(Debug,  <<  << "Nodes contained in the model: ");
+  otbLogMacro(Debug,  << "Nodes contained in the model: ");
   int i = 0;
   for (auto const & layer : layers)
     {
-      otbLogMacro(Debug,  <<  << "Node "<< i << " inside the model: " << layer.first);
+      otbLogMacro(Debug,  << "Node "<< i << " inside the model: " << layer.first);
       i+=1;
     }
 
diff --git a/include/otbTensorflowMultisourceModelFilter.hxx b/include/otbTensorflowMultisourceModelFilter.hxx
index b7e4f873..7a80102e 100644
--- a/include/otbTensorflowMultisourceModelFilter.hxx
+++ b/include/otbTensorflowMultisourceModelFilter.hxx
@@ -333,7 +333,7 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
     if (!OutputRegionToInputRegion(requestedRegion, inRegion, inputImage) )
       {
       // Image does not overlap requested region: set requested region to null
-      otbLogMacro(Debug,  <<  <<  "Image #" << i << " :\n" << inRegion << " is outside the requested region");
+      otbLogMacro(Debug,  << "Image #" << i << " :\n" << inRegion << " is outside the requested region");
       inRegion.GetModifiableIndex().Fill(0);
       inRegion.GetModifiableSize().Fill(0);
       }
-- 
GitLab


From 6800a00d1fd9fc3a75ad9187657c85df72e7515f Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicolas=20Nar=C3=A7on?= <nicolas.narcon@inrae.fr>
Date: Thu, 4 Nov 2021 12:37:05 +0100
Subject: [PATCH 251/281] STYLE

---
 include/otbTensorflowGraphOperations.cxx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index 578ba24e..d677963e 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -114,7 +114,7 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
         {
           layerNames.push_back(layer.second.name());
           tensor_info = layer.second;
-          otbLogMacro(Debug,  << "Input " << k << "corresponds to" <<  layer.first << " in the model");
+          otbLogMacro(Debug,  << "Input " << k << " corresponds to " <<  layer.first << " in the model");
         }
         j+=1;
       }
-- 
GitLab


From c8eef12d6bde314a11f41ac4b68fda70dcdbc13c Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicolas=20Nar=C3=A7on?= <nicolas.narcon@inrae.fr>
Date: Thu, 4 Nov 2021 14:03:52 +0100
Subject: [PATCH 252/281] ENH: remove check "m_OutputExpressionFields.size() !=
 m_OutputTensors.size()" + moving a piece of code

---
 include/otbTensorflowGraphOperations.cxx      |  7 ++++++-
 include/otbTensorflowMultisourceModelBase.hxx | 15 ---------------
 2 files changed, 6 insertions(+), 16 deletions(-)

diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index d677963e..587448fb 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -90,10 +90,15 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
   int i = 0;
   for (auto const & layer : layers)
     {
-      otbLogMacro(Debug,  << "Node "<< i << " inside the model: " << layer.first);
+      otbLogMacro(Debug,  << "\tNode "<< i << " inside the model: " << layer.first);
       i+=1;
     }
 
+  // When the user doesn't specify output.names, m_OutputTensors defaults to an empty list that we can not iterate over.
+   // We change it to a list containing an empty string [""]
+  if (tensorsNames.size() == 0)
+    tensorsNames.push_back("");
+
   // Get infos
   int k = 0;  // counter used for tensorsNames
   for (std::vector<std::string>::iterator nameIt = tensorsNames.begin();
diff --git a/include/otbTensorflowMultisourceModelBase.hxx b/include/otbTensorflowMultisourceModelBase.hxx
index 700b9df3..ca7ec5d1 100644
--- a/include/otbTensorflowMultisourceModelBase.hxx
+++ b/include/otbTensorflowMultisourceModelBase.hxx
@@ -157,27 +157,12 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
                       " and the number of input tensors names is " << m_InputPlaceholders.size());
   }
 
-  // When the user specifies the output names, check that the number of the following is the same
-  // - output tensors names
-  // - output expression fields
-  if ((m_OutputTensors.size() != 0) and (m_OutputExpressionFields.size() != m_OutputTensors.size()))
-  {
-    itkExceptionMacro("Number of output tensors names is " << m_OutputTensors.size() <<
-                      " but the number of output fields of expression is " << m_OutputExpressionFields.size());
-  }
-
   //////////////////////////////////////////////////////////////////////////////////////////
   //                               Get tensors information
   //////////////////////////////////////////////////////////////////////////////////////////
   // Set all subelement of the model
   auto signaturedef = this->GetSignatureDef();
 
-  // When the user doesn't specify output.names, m_OutputTensors defaults to an empty string "". We change it to a
-  // list containing an empty string [""]
-  if (m_OutputTensors.size() == 0)
-    m_OutputTensors = {""};
-
-
   // Given the inputs/outputs names that the user specified, get the names of the inputs/outputs contained in the model
   // and other infos (shapes, dtypes)
   // For example, for output names specified by the user m_OutputTensors = ['s2t', 's2t_pad'],
-- 
GitLab


From 1b72a6c490c7bf836a53e10bf43ff6c35f3f1031 Mon Sep 17 00:00:00 2001
From: Narcon Nicolas <nicolas.narcon@inrae.fr>
Date: Thu, 4 Nov 2021 14:15:05 +0100
Subject: [PATCH 253/281] WIP: Update CMakeLists.txt to include DEBUG messages

---
 test/CMakeLists.txt | 1 +
 1 file changed, 1 insertion(+)

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index f7716a13..730b5925 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -49,6 +49,7 @@ set(MODEL4_FC_OUT apTvClTensorflowModelServeFCNN64x64to32x32.tif)
 set(MODEL1_SAVED model1_updated)
 
 #----------- Model training : 1-branch CNN (16x16) Patch-Based ----------------
+set(ENV{OTB_LOGGER_LEVEL} DEBUG)
 otb_test_application(NAME TensorflowModelTrainCNN16x16PB
   APP  TensorflowModelTrain
   OPTIONS 
-- 
GitLab


From 693114c393c384a445bcf09dc0ba13d14fb1bd2a Mon Sep 17 00:00:00 2001
From: Narcon Nicolas <nicolas.narcon@inrae.fr>
Date: Thu, 4 Nov 2021 14:24:25 +0100
Subject: [PATCH 254/281] WIP: Update CMakeLists.txt to include DEBUG message

---
 test/CMakeLists.txt | 1 +
 1 file changed, 1 insertion(+)

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index 730b5925..29481cda 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -69,6 +69,7 @@ otb_test_application(NAME TensorflowModelTrainCNN16x16PB
   -training.targetnodes "optimizer"
   -validation.mode "class"
   )
+  set_tests_properties(TensorflowModelTrainCNN16x16PB PROPERTIES ENVIRONMENT "OTB_LOGGER_LEVEL=DEBUG;$ENV{OTB_LOGGER_LEVEL}")
 
 #----------- Model serving : 1-branch CNN (16x16) Patch-Based ----------------
 otb_test_application(NAME TensorflowModelServeCNN16x16PB
-- 
GitLab


From a709919e527a44f5a304f7ec67ada9c17aeb3c69 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicolas=20Nar=C3=A7on?= <nicolas.narcon@inrae.fr>
Date: Thu, 4 Nov 2021 15:55:12 +0100
Subject: [PATCH 255/281] FIX: add a clearance of layers

---
 include/otbTensorflowGraphOperations.cxx | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index 587448fb..1491b775 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -82,9 +82,8 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
 {
   // Allocation
   shapes.clear();
-  shapes.reserve(tensorsNames.size());
   dataTypes.clear();
-  dataTypes.reserve(tensorsNames.size());
+  layers.clear();
 
   otbLogMacro(Debug,  << "Nodes contained in the model: ");
   int i = 0;
-- 
GitLab


From c7a16d466158a949754db241e16d96decf95cb11 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicolas=20Nar=C3=A7on?= <nicolas.narcon@inrae.fr>
Date: Thu, 4 Nov 2021 15:58:01 +0100
Subject: [PATCH 256/281] FIX: oops .clear applied to wrong variable

---
 include/otbTensorflowGraphOperations.cxx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index 1491b775..fdcd475c 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -83,7 +83,7 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
   // Allocation
   shapes.clear();
   dataTypes.clear();
-  layers.clear();
+  layerNames.clear();
 
   otbLogMacro(Debug,  << "Nodes contained in the model: ");
   int i = 0;
-- 
GitLab


From 60faccc626b929435b13375192d5af4b588bbdbc Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Thu, 4 Nov 2021 16:28:23 +0100
Subject: [PATCH 257/281] COMP: avoid redundant initialization of 'ts_dt'

---
 include/otbTensorflowGraphOperations.cxx | 7 ++-----
 1 file changed, 2 insertions(+), 5 deletions(-)

diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index b4b7d573..c6075205 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -164,11 +164,8 @@ GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow::Ten
                                                 << "running: \n\t `saved_model_cli show --dir your_model_dir --all`");
     }
 
-    // Set default to DT_FLOAT
-    tensorflow::DataType ts_dt = tensorflow::DT_FLOAT;
-
-    // Default (input?) tensor type
-    ts_dt = tensor_info.dtype();
+    // Default tensor type
+    tensorflow::DataType ts_dt = tensor_info.dtype();
     dataTypes.push_back(ts_dt);
 
     // Get the tensor's shape
-- 
GitLab


From 4ff2292b8975bea1d53eec3a886d2581eb2162b7 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicolas=20Nar=C3=A7on?= <nicolas.narcon@inrae.fr>
Date: Thu, 4 Nov 2021 16:35:55 +0100
Subject: [PATCH 258/281] WIP: set debug for logs of tests

---
 test/CMakeLists.txt | 12 +++++++++---
 1 file changed, 9 insertions(+), 3 deletions(-)

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index 29481cda..0f5a38c0 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -69,7 +69,7 @@ otb_test_application(NAME TensorflowModelTrainCNN16x16PB
   -training.targetnodes "optimizer"
   -validation.mode "class"
   )
-  set_tests_properties(TensorflowModelTrainCNN16x16PB PROPERTIES ENVIRONMENT "OTB_LOGGER_LEVEL=DEBUG;$ENV{OTB_LOGGER_LEVEL}")
+set_tests_properties(TensorflowModelTrainCNN16x16PB PROPERTIES ENVIRONMENT "OTB_LOGGER_LEVEL=DEBUG;$ENV{OTB_LOGGER_LEVEL}")
 
 #----------- Model serving : 1-branch CNN (16x16) Patch-Based ----------------
 otb_test_application(NAME TensorflowModelServeCNN16x16PB
@@ -81,6 +81,7 @@ otb_test_application(NAME TensorflowModelServeCNN16x16PB
   VALID --compare-image ${EPSILON_6}
   ${DATADIR}/${MODEL1_PB_OUT}
   ${TEMP}/${MODEL1_PB_OUT})
+set_tests_properties(TensorflowModelServeCNN16x16PB PROPERTIES ENVIRONMENT "OTB_LOGGER_LEVEL=DEBUG}")
 
 #----------- Model serving : 2-branch CNN (8x8, 32x32) Patch-Based ----------------
 otb_test_application(NAME apTvClTensorflowModelServeCNN8x8_32x32PB
@@ -94,7 +95,8 @@ otb_test_application(NAME apTvClTensorflowModelServeCNN8x8_32x32PB
   VALID --compare-image ${EPSILON_6}
   ${DATADIR}/${MODEL2_PB_OUT}
   ${TEMP}/${MODEL2_PB_OUT})
-set_tests_properties(apTvClTensorflowModelServeCNN8x8_32x32PB PROPERTIES ENVIRONMENT "OTB_TF_NSOURCES=2;$ENV{OTB_TF_NSOURCES}")
+set_tests_properties(apTvClTensorflowModelServeCNN8x8_32x32PB PROPERTIES ENVIRONMENT "OTB_LOGGER_LEVEL=DEBUG;OTB_TF_NSOURCES=2;$ENV{OTB_TF_NSOURCES}")
+
 
 #----------- Model serving : 2-branch CNN (8x8, 32x32) Fully-Conv ----------------
 set(ENV{OTB_TF_NSOURCES} 2)
@@ -109,7 +111,7 @@ otb_test_application(NAME apTvClTensorflowModelServeCNN8x8_32x32FC
   VALID --compare-image ${EPSILON_6}
   ${DATADIR}/${MODEL2_FC_OUT}
   ${TEMP}/${MODEL2_FC_OUT})
-set_tests_properties(apTvClTensorflowModelServeCNN8x8_32x32FC PROPERTIES ENVIRONMENT "OTB_TF_NSOURCES=2;$ENV{OTB_TF_NSOURCES}")
+set_tests_properties(apTvClTensorflowModelServeCNN8x8_32x32FC PROPERTIES ENVIRONMENT "OTB_LOGGER_LEVEL=DEBUG;OTB_TF_NSOURCES=2;$ENV{OTB_TF_NSOURCES}")
 
 #----------- Model serving : 1-branch FCNN (16x16) Patch-Based ----------------
 set(ENV{OTB_TF_NSOURCES} 1)
@@ -122,6 +124,8 @@ otb_test_application(NAME apTvClTensorflowModelServeFCNN16x16PB
   VALID --compare-image ${EPSILON_6}
   ${DATADIR}/${MODEL3_PB_OUT}
   ${TEMP}/${MODEL3_PB_OUT})
+set_tests_properties(apTvClTensorflowModelServeFCNN16x16PB PROPERTIES ENVIRONMENT "OTB_LOGGER_LEVEL=DEBUG}")
+
 
 #----------- Model serving : 1-branch FCNN (16x16) Fully-conv ----------------
 set(ENV{OTB_TF_NSOURCES} 1)
@@ -134,6 +138,7 @@ otb_test_application(NAME apTvClTensorflowModelServeFCNN16x16FC
   VALID --compare-image ${EPSILON_6}
   ${DATADIR}/${MODEL3_FC_OUT}
   ${TEMP}/${MODEL3_FC_OUT})
+set_tests_properties(apTvClTensorflowModelServeFCNN16x16FC PROPERTIES ENVIRONMENT "OTB_LOGGER_LEVEL=DEBUG}")
 
 #----------- Model serving : 1-branch FCNN (64x64)-->(32x32), Fully-conv ----------------
 set(ENV{OTB_TF_NSOURCES} 1)
@@ -147,5 +152,6 @@ otb_test_application(NAME apTvClTensorflowModelServeFCNN64x64to32x32.tif
   VALID --compare-image ${EPSILON_6}
   ${DATADIR}/${MODEL4_FC_OUT}
   ${TEMP}/${MODEL4_FC_OUT})
+set_tests_properties(apTvClTensorflowModelServeFCNN64x64to32x32 PROPERTIES ENVIRONMENT "OTB_LOGGER_LEVEL=DEBUG}")
 
 
-- 
GitLab


From 3576dc6fcb1419ddc8b1974cf97f7265f52405dd Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicolas=20Nar=C3=A7on?= <nicolas.narcon@inrae.fr>
Date: Thu, 4 Nov 2021 16:40:54 +0100
Subject: [PATCH 259/281] FIX: typo

---
 test/CMakeLists.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index 0f5a38c0..eaf6dbd7 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -142,7 +142,7 @@ set_tests_properties(apTvClTensorflowModelServeFCNN16x16FC PROPERTIES ENVIRONMEN
 
 #----------- Model serving : 1-branch FCNN (64x64)-->(32x32), Fully-conv ----------------
 set(ENV{OTB_TF_NSOURCES} 1)
-otb_test_application(NAME apTvClTensorflowModelServeFCNN64x64to32x32.tif
+otb_test_application(NAME apTvClTensorflowModelServeFCNN64x64to32x32
   APP  TensorflowModelServe
   OPTIONS -source1.il ${IMAGEPXS2}
   -source1.rfieldx 64 -source1.rfieldy 64 -source1.placeholder x
-- 
GitLab


From f22afc1537cc72a35c739099b4c6574eed71e850 Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Thu, 4 Nov 2021 17:21:32 +0100
Subject: [PATCH 260/281] ENH: simplify select the k-th element of

---
 include/otbTensorflowGraphOperations.cxx | 17 +++++------------
 1 file changed, 5 insertions(+), 12 deletions(-)

diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index c6075205..f6d29bb2 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -122,18 +122,11 @@ GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow::Ten
     {
       found = true;
       // select the k-th element of `layers`
-      int j = 0;
-      for (auto const & layer : layers)
-      {
-
-        if (j == k)
-        {
-          layerNames.push_back(layer.second.name());
-          tensor_info = layer.second;
-          otbLogMacro(Debug, << "Input " << k << " corresponds to " << layer.first << " in the model");
-        }
-        j += 1;
-      }
+      auto it = layers.begin();
+      std::advance(it, k);
+      layerNames.push_back(it->second.name());
+      tensor_info = it->second;
+      otbLogMacro(Debug, << "Input " << k << " corresponds to " << it->first << " in the model");
     }
 
     // Else, if the user specified the placeholdername, find the corresponding layer inside the model
-- 
GitLab


From e59843437812e519e6287313678c900f1b9655af Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Thu, 4 Nov 2021 17:39:11 +0100
Subject: [PATCH 261/281] REFAC: simplifications

---
 include/otbTensorflowGraphOperations.cxx | 19 ++++++++-----------
 1 file changed, 8 insertions(+), 11 deletions(-)

diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index f6d29bb2..f2d0f7fb 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -94,13 +94,10 @@ GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow::Ten
   dataTypes.clear();
   layerNames.clear();
 
+  // Debug infos
   otbLogMacro(Debug, << "Nodes contained in the model: ");
-  int i = 0;
   for (auto const & layer : layers)
-  {
-    otbLogMacro(Debug, << "\tNode " << i << " inside the model: " << layer.first);
-    i += 1;
-  }
+    otbLogMacro(Debug, << "\t" << layer.first);
 
   // When the user doesn't specify output.names, m_OutputTensors defaults to an empty list that we can not iterate over.
   // We change it to a list containing an empty string [""]
@@ -110,15 +107,15 @@ GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow::Ten
     tensorsNames.push_back("");
   }
 
-  // Get infos
+  // Next, we fill layerNames
   int k = 0; // counter used for tensorsNames
-  for (std::vector<std::string>::iterator nameIt = tensorsNames.begin(); nameIt != tensorsNames.end(); ++nameIt)
+  for (auto const & name: tensorsNames)
   {
     bool                   found = false;
     tensorflow::TensorInfo tensor_info;
 
     // If the user didn't specify the placeholdername, choose the kth layer inside the model
-    if (nameIt->size() == 0)
+    if (name.size() == 0)
     {
       found = true;
       // select the k-th element of `layers`
@@ -132,13 +129,13 @@ GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow::Ten
     // Else, if the user specified the placeholdername, find the corresponding layer inside the model
     else
     {
-      otbLogMacro(Debug, << "Searching for corresponding node of: " << (*nameIt) << "... ");
+      otbLogMacro(Debug, << "Searching for corresponding node of: " << name << "... ");
       for (auto const & layer : layers)
       {
         // layer is a pair (name, tensor_info)
         // cf https://stackoverflow.com/questions/63181951/how-to-get-graph-or-graphdef-from-a-given-model
         std::string layername = layer.first;
-        if (layername.substr(0, layername.find(":")).compare((*nameIt)) == 0)
+        if (layername.substr(0, layername.find(":")).compare(name) == 0)
         {
           found = true;
           layerNames.push_back(layer.second.name());
@@ -146,7 +143,7 @@ GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow::Ten
           otbLogMacro(Debug, << "Found: " << layer.second.name() << " in the model");
         }
       } // next layer
-    }   // end else
+    } // end else
 
     k += 1;
 
-- 
GitLab


From a7416e3c907373191c531f9d3f0602d3924e6ff9 Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Thu, 4 Nov 2021 17:41:37 +0100
Subject: [PATCH 262/281] REFAC: simplifications

---
 include/otbTensorflowGraphOperations.cxx | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index f2d0f7fb..c53d3883 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -149,7 +149,7 @@ GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow::Ten
 
     if (!found)
     {
-      itkGenericExceptionMacro("Tensor name \"" << (*nameIt) << "\" not found. \n"
+      itkGenericExceptionMacro("Tensor name \"" << name << "\" not found. \n"
                                                 << "You can list all inputs/outputs of your SavedModel by "
                                                 << "running: \n\t `saved_model_cli show --dir your_model_dir --all`");
     }
@@ -178,9 +178,9 @@ PrintNodeAttributes(const tensorflow::GraphDef & graph, std::vector<std::string>
     tensorflow::NodeDef node = graph.node(i);
     std::cout << i << "\t" << node.name() << std::endl;
 
-    for (std::vector<std::string>::iterator nameIt = nodesNames.begin(); nameIt != nodesNames.end(); ++nameIt)
+    for (auto const & name: nodesNames)
     {
-      if (node.name().compare((*nameIt)) == 0)
+      if (node.name().compare(name) == 0)
       {
         std::cout << "Node " << i << " : " << std::endl;
         std::cout << "\tName: " << node.name() << std::endl;
-- 
GitLab


From 247e71f0287b514f46b3a6818158fe0192ca123f Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Thu, 4 Nov 2021 19:57:14 +0100
Subject: [PATCH 263/281] COMP: PrintNodeAttributes() has const variables

---
 include/otbTensorflowGraphOperations.cxx | 2 +-
 include/otbTensorflowGraphOperations.h   | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index c53d3883..d40c4da6 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -169,7 +169,7 @@ GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow::Ten
 // Print a lot of stuff about the specified nodes of the graph
 //
 void
-PrintNodeAttributes(const tensorflow::GraphDef & graph, std::vector<std::string> & nodesNames)
+PrintNodeAttributes(const tensorflow::GraphDef & graph, const std::vector<std::string> & nodesNames)
 {
   std::cout << "Go through graph:" << std::endl;
   std::cout << "#\tname" << std::endl;
diff --git a/include/otbTensorflowGraphOperations.h b/include/otbTensorflowGraphOperations.h
index 1d823cfe..6ad4a4e2 100644
--- a/include/otbTensorflowGraphOperations.h
+++ b/include/otbTensorflowGraphOperations.h
@@ -47,7 +47,7 @@ void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow
     std::vector<tensorflow::TensorShapeProto> & shapes, std::vector<tensorflow::DataType> & dataTypes);
 
 // Print a lot of stuff about the specified nodes of the graph
-void PrintNodeAttributes(const tensorflow::GraphDef & graph, std::vector<std::string> & nodesNames);
+void PrintNodeAttributes(const tensorflow::GraphDef & graph, const std::vector<std::string> & nodesNames);
 
 } // end namespace tf
 } // end namespace otb
-- 
GitLab


From ac50e348126c151bfd2a474abbae172b19213e7a Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Fri, 5 Nov 2021 12:19:32 +0100
Subject: [PATCH 264/281] ENH: origin of patch is pixel corner when patch is
 even

---
 app/otbPatchesSelection.cxx | 14 +++++++++++---
 1 file changed, 11 insertions(+), 3 deletions(-)

diff --git a/app/otbPatchesSelection.cxx b/app/otbPatchesSelection.cxx
index 5cbdc82a..5d8165a0 100644
--- a/app/otbPatchesSelection.cxx
+++ b/app/otbPatchesSelection.cxx
@@ -241,6 +241,10 @@ public:
     int userOffX = GetParameterInt("grid.offsetx");
     int userOffY = GetParameterInt("grid.offsety");
 
+    // Tell if the patch size is odd or even
+    const bool isEven = GetParameterInt("grid.psize") % 2 == 0;
+    otbAppLogINFO("Patch size is even: " << isEven);
+
     // Explicit streaming over the morphed mask, based on the RAM parameter
     typedef otb::RAMDrivenStrippedStreamingManager<UInt8ImageType> StreamingManagerType;
     StreamingManagerType::Pointer m_StreamingManager = StreamingManagerType::New();
@@ -316,9 +320,13 @@ public:
             // Compute coordinates
             UInt8ImageType::PointType geo;
             inputImage->TransformIndexToPhysicalPoint(inIt.GetIndex(), geo);
-            DataNodeType::PointType point;
-            point[0] = geo[0];
-            point[1] = geo[1];
+
+            // Update geo if we want the corner or the center
+            if (isEven)
+            {
+              geo[0] -= 0.5 * std::abs(inputImage->GetSpacing()[0]);
+              geo[1] -= 0.5 * std::abs(inputImage->GetSpacing()[1]);
+            }
 
             // Lambda call
             lambda(pos, geo);
-- 
GitLab


From c05450cce881f766f47ae2dc0eab77c983683669 Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Fri, 5 Nov 2021 12:52:09 +0100
Subject: [PATCH 265/281] ADD: test baseline

---
 test/data/patchimg_01.tif | Bin 0 -> 98776 bytes
 test/data/patchimg_11.tif | Bin 0 -> 105028 bytes
 2 files changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 test/data/patchimg_01.tif
 create mode 100644 test/data/patchimg_11.tif

diff --git a/test/data/patchimg_01.tif b/test/data/patchimg_01.tif
new file mode 100644
index 0000000000000000000000000000000000000000..f4e5262ee17b80ef1bb72cfbcf8d8d899f73a2c2
GIT binary patch
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z_q$IVyJ4*N_jix`)7MRV(Z6+m8GBHlf;aG+eXD=6Z}9_Omyh7b@*Q{yZ}Io!%b&%M
z@ESgwpM`(wOX}I|K|fi)$h@F>uX+l;F8`Nr%AecsqCO%&<^SwcJzG71zk5IaMBiPL
zPyWfC*rRv~zg@%Y_!{}MkK!qNk^fi^|HW6_zkCYbi68ufy}%3mp<Ls8__h8Ad+OS}
zrEC13eU(qd$I2(+75h+cU|;c9^=bGI@99_mPF~ep;YWBO|7B0@myz$dHvd(9gns_(
zrB9#p)aq&Q%y}X5W$^-^Gyl<kF#JFHk+=B3fA9tT0pG@#!dv-x@tOS8OW6Z^Vju8D
zy+r+(Jy?(Z8t_g%O?^SVl>MuZjsESd$9jMD5A(a~vFan@CH~&|J@K#Ng?NCUbxq%{
z@e}b@{J<CDYvvo(x8RfaTk|XD&HPt9^L@`_kNAxEufGPb;30WfFMFVG@uu_E;fZ*o
ezaW2U{ztu1d@A2HZ^7T<_pap!{Ez*qC;UHRuy29@

literal 0
HcmV?d00001

-- 
GitLab


From b6df11a6305c064906444dd65f35af0f192845be Mon Sep 17 00:00:00 2001
From: remi cresson <remi.cresson@inrae.fr>
Date: Fri, 5 Nov 2021 12:53:15 +0100
Subject: [PATCH 266/281] TEST: add new test for patches extraction/selection

---
 test/CMakeLists.txt | 62 +++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 62 insertions(+)

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index eaf6dbd7..c8bf806f 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -32,6 +32,8 @@ set(PATCHESA ${DATADIR}/Sentinel-2_B4328_10m_patches_A.jp2)
 set(PATCHESB ${DATADIR}/Sentinel-2_B4328_10m_patches_B.jp2)
 set(LABELSA ${DATADIR}/Sentinel-2_B4328_10m_labels_A.tif)
 set(LABELSB ${DATADIR}/Sentinel-2_B4328_10m_labels_B.tif)
+set(PATCHES01 ${DATADIR}/Sentinel-2_B4328_10m_patches_A.jp2)
+set(PATCHES11 ${DATADIR}/Sentinel-2_B4328_10m_patches_B.jp2)
 
 # Input models
 set(MODEL1 ${MODELSDIR}/model1)
@@ -47,6 +49,66 @@ set(MODEL3_PB_OUT apTvClTensorflowModelServeFCNN16x16PB.tif)
 set(MODEL3_FC_OUT apTvClTensorflowModelServeFCNN16x16FC.tif)
 set(MODEL4_FC_OUT apTvClTensorflowModelServeFCNN64x64to32x32.tif)
 set(MODEL1_SAVED model1_updated)
+set(PATCHESIMG_01 patchimg_01.tif)
+set(PATCHESIMG_11 patchimg_11.tif)
+
+#----------- Patches selection ----------------
+set(PATCHESPOS_01 ${TEMP}/out_train_32.gpkg)
+set(PATCHESPOS_02 ${TEMP}/out_valid_32.gpkg)
+set(PATCHESPOS_11 ${TEMP}/out_train_33.gpkg)
+set(PATCHESPOS_12 ${TEMP}/out_valid_33.gpkg)
+# Even patches
+otb_test_application(NAME PatchesSelectionEven
+  APP  PatchesSelection
+  OPTIONS 
+  -in ${IMAGEPXS2}
+  -grid.step 32
+  -grip.psize 32
+  -outtrain ${PATCHESPOS_01}
+  -outvalid ${PATCHESPOS_02}
+  )
+  
+# Odd patches
+otb_test_application(NAME PatchesSelectionOdd
+  APP  PatchesSelection
+  OPTIONS 
+  -in ${IMAGEPXS2}
+  -grid.step 32
+  -grip.psize 33
+  -outtrain ${PATCHESPOS_11}
+  -outvalid ${PATCHESPOS_12}
+  )
+
+#----------- Patches extraction ----------------
+# Even patches
+otb_test_application(NAME PatchesExtractionEven
+  APP  PatchesExtraction
+  OPTIONS 
+  -source1.il ${IMAGEPXS2}
+  -source1.patchsizex 32
+  -source1.patchsizey 32
+  -source1.out ${PATCHESIMG_01}
+  -vec ${PATCHESPOS_01}
+  -field id
+  VALID --compare-image ${EPSILON_6}
+  ${DATADIR}/${PATCHESIMG_01}
+  ${TEMP}/${PATCHESIMG_01})
+  )
+
+# Odd patches
+otb_test_application(NAME PatchesExtractionOdd
+  APP  PatchesExtraction
+  OPTIONS 
+  -source1.il ${IMAGEPXS2}
+  -source1.patchsizex 33
+  -source1.patchsizey 33
+  -source1.out ${PATCHESIMG_11}
+  -vec ${PATCHESPOS_11}
+  -field id
+  VALID --compare-image ${EPSILON_6}
+  ${DATADIR}/${PATCHESIMG_11}
+  ${TEMP}/${PATCHESIMG_11})
+  )
 
 #----------- Model training : 1-branch CNN (16x16) Patch-Based ----------------
 set(ENV{OTB_LOGGER_LEVEL} DEBUG)
-- 
GitLab


From d06d2349a7010eae9e3dc8c2c9c231f161e4520f Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Fri, 5 Nov 2021 13:29:21 +0100
Subject: [PATCH 267/281] COMP: fix tests

---
 test/CMakeLists.txt | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index c8bf806f..c7a723ac 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -92,7 +92,7 @@ otb_test_application(NAME PatchesExtractionEven
   -field id
   VALID --compare-image ${EPSILON_6}
   ${DATADIR}/${PATCHESIMG_01}
-  ${TEMP}/${PATCHESIMG_01})
+  ${TEMP}/${PATCHESIMG_01}
   )
 
 # Odd patches
@@ -107,7 +107,7 @@ otb_test_application(NAME PatchesExtractionOdd
   -field id
   VALID --compare-image ${EPSILON_6}
   ${DATADIR}/${PATCHESIMG_11}
-  ${TEMP}/${PATCHESIMG_11})
+  ${TEMP}/${PATCHESIMG_11}
   )
 
 #----------- Model training : 1-branch CNN (16x16) Patch-Based ----------------
-- 
GitLab


From cd059f9e895df77eb604d8894f8b59d319f49225 Mon Sep 17 00:00:00 2001
From: Cresson Remi <remi.cresson@irstea.fr>
Date: Fri, 5 Nov 2021 13:53:55 +0100
Subject: [PATCH 268/281] COMP: Update .gitlab-ci.yml

---
 .gitlab-ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 068bc9bb..271b1daf 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -68,7 +68,7 @@ ctest:
     paths:
       - testing/*.*
     expire_in: 1 week
-#    when: on_failure
+    when: on_failure
 
 sr4rs:
   stage: Test
-- 
GitLab


From fd43a334c36acf4f856e2917f40419c5eb7768a2 Mon Sep 17 00:00:00 2001
From: Cresson Remi <remi.cresson@irstea.fr>
Date: Fri, 5 Nov 2021 14:23:36 +0100
Subject: [PATCH 269/281] COMP: Update test/CMakeLists.txt

---
 test/CMakeLists.txt | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index c7a723ac..a8bf2103 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -63,7 +63,7 @@ otb_test_application(NAME PatchesSelectionEven
   OPTIONS 
   -in ${IMAGEPXS2}
   -grid.step 32
-  -grip.psize 32
+  -grid.psize 32
   -outtrain ${PATCHESPOS_01}
   -outvalid ${PATCHESPOS_02}
   )
@@ -74,7 +74,7 @@ otb_test_application(NAME PatchesSelectionOdd
   OPTIONS 
   -in ${IMAGEPXS2}
   -grid.step 32
-  -grip.psize 33
+  -grid.psize 33
   -outtrain ${PATCHESPOS_11}
   -outvalid ${PATCHESPOS_12}
   )
-- 
GitLab


From 2989938f6345814e5de171701253b01636f4392c Mon Sep 17 00:00:00 2001
From: Cresson Remi <remi.cresson@irstea.fr>
Date: Fri, 5 Nov 2021 16:34:35 +0100
Subject: [PATCH 270/281] COMP: fix patches extraction tests

---
 test/CMakeLists.txt | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index a8bf2103..0ec3e344 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -87,7 +87,7 @@ otb_test_application(NAME PatchesExtractionEven
   -source1.il ${IMAGEPXS2}
   -source1.patchsizex 32
   -source1.patchsizey 32
-  -source1.out ${PATCHESIMG_01}
+  -source1.out ${TEMP}/${PATCHESIMG_01}
   -vec ${PATCHESPOS_01}
   -field id
   VALID --compare-image ${EPSILON_6}
@@ -102,7 +102,7 @@ otb_test_application(NAME PatchesExtractionOdd
   -source1.il ${IMAGEPXS2}
   -source1.patchsizex 33
   -source1.patchsizey 33
-  -source1.out ${PATCHESIMG_11}
+  -source1.out ${TEMP}/${PATCHESIMG_11}
   -vec ${PATCHESPOS_11}
   -field id
   VALID --compare-image ${EPSILON_6}
-- 
GitLab


From 18a83aa1197b80b34f73611da5e12c10490c95e5 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Fri, 5 Nov 2021 20:41:50 +0100
Subject: [PATCH 271/281] WIP: change nb of components per pixel from tensor
 shape

---
 include/otbTensorflowCopyUtils.cxx            |  2 ++
 .../otbTensorflowMultisourceModelFilter.hxx   | 27 ++++++++++++++++---
 2 files changed, 25 insertions(+), 4 deletions(-)

diff --git a/include/otbTensorflowCopyUtils.cxx b/include/otbTensorflowCopyUtils.cxx
index 32358ace..68210943 100644
--- a/include/otbTensorflowCopyUtils.cxx
+++ b/include/otbTensorflowCopyUtils.cxx
@@ -181,6 +181,8 @@ GetNumberOfChannelsForOutputTensor(const tensorflow::Tensor & tensor)
   const int                     nDims = shape.dims();
   if (nDims == 1)
     return 1;
+  if (nDims == 3)
+    return 1;
   return shape.dim_size(nDims - 1);
 }
 
diff --git a/include/otbTensorflowMultisourceModelFilter.hxx b/include/otbTensorflowMultisourceModelFilter.hxx
index 30c45861..abab8793 100644
--- a/include/otbTensorflowMultisourceModelFilter.hxx
+++ b/include/otbTensorflowMultisourceModelFilter.hxx
@@ -271,16 +271,35 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
   unsigned int outputPixelSize = 0;
   for (auto& protoShape: this->GetOutputTensorsShapes())
     {
-    // The number of components per pixel is the last dimension of the tensor
+    // Find the number of components
     int dim_size = protoShape.dim_size();
     unsigned int nComponents = 1;
-    if (1 < dim_size && dim_size <= 4)
+    if (dim_size == 3)
       {
+      // In the specific case of tensors of size [None, None, None],
+      // we assume that the dimensions are [batch, x, y]
+      nComponents = 1;
+      }
+    else if (1 <= dim_size && dim_size <= 4)
+      {
+      // Else the number of components per pixel is the last dimension of the tensor
+      // [None, c] --> c
+      // [None, None, None, c] --> c
       nComponents = protoShape.dim(dim_size-1).size();
       }
-    else if (dim_size > 4)
+    else
       {
-      itkExceptionMacro("Dim_size=" << dim_size << " currently not supported.");
+      itkExceptionMacro("Dim_size=" << dim_size << " currently not supported. "
+          "Keep in mind that output tensors must have 1, 2, 3 or 4 dimensions. "
+          "In the case of 1-dimensional tensor, the first dimension is for the batch, "
+          "and we assume that the output tensor has 1 channel. "
+          "In the case of 2-dimensional tensor, the first dimension is for the batch, "
+          "and the second is the number of components. "
+          "In the case of 3-dimensional tensor, the first dimension is for the batch, "
+          "and other dims are for (x, y). "
+          "In the case of 4-dimensional tensor, the first dimension is for the batch, "
+          "and the second and the third are for (x, y). The last is for the number of "
+          "channels. ");
       }
     outputPixelSize += nComponents;
     }
-- 
GitLab


From cf69553d47750c8f4223bb4457ec6f144c76ad00 Mon Sep 17 00:00:00 2001
From: Cresson Remi <remi.cresson@irstea.fr>
Date: Fri, 5 Nov 2021 22:10:18 +0100
Subject: [PATCH 272/281] FIX: number of components

---
 include/otbTensorflowMultisourceModelFilter.hxx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/include/otbTensorflowMultisourceModelFilter.hxx b/include/otbTensorflowMultisourceModelFilter.hxx
index abab8793..e39c572b 100644
--- a/include/otbTensorflowMultisourceModelFilter.hxx
+++ b/include/otbTensorflowMultisourceModelFilter.hxx
@@ -280,7 +280,7 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
       // we assume that the dimensions are [batch, x, y]
       nComponents = 1;
       }
-    else if (1 <= dim_size && dim_size <= 4)
+    else if (1 < dim_size && dim_size <= 4)
       {
       // Else the number of components per pixel is the last dimension of the tensor
       // [None, c] --> c
-- 
GitLab


From 018f88622c3078e0283e7a169aa74ec30891b927 Mon Sep 17 00:00:00 2001
From: Cresson Remi <remi.cresson@irstea.fr>
Date: Sat, 6 Nov 2021 04:22:16 +0100
Subject: [PATCH 273/281] WIP: fix number of components

---
 include/otbTensorflowMultisourceModelFilter.hxx | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/include/otbTensorflowMultisourceModelFilter.hxx b/include/otbTensorflowMultisourceModelFilter.hxx
index e39c572b..7f6da547 100644
--- a/include/otbTensorflowMultisourceModelFilter.hxx
+++ b/include/otbTensorflowMultisourceModelFilter.hxx
@@ -274,7 +274,12 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
     // Find the number of components
     int dim_size = protoShape.dim_size();
     unsigned int nComponents = 1;
-    if (dim_size == 3)
+    if (dim_size == 1)
+    {
+      // The output is a flatten tensor
+      nComponents = 1;
+    }
+    else if (dim_size == 3)
       {
       // In the specific case of tensors of size [None, None, None],
       // we assume that the dimensions are [batch, x, y]
-- 
GitLab


From 9934fe36109aa686f9dafa0e5f9fc3746610904e Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Sat, 6 Nov 2021 17:39:17 +0100
Subject: [PATCH 274/281] REFAC: remove unnecessary #includes

---
 include/otbTensorflowMultisourceModelFilter.h | 5 -----
 1 file changed, 5 deletions(-)

diff --git a/include/otbTensorflowMultisourceModelFilter.h b/include/otbTensorflowMultisourceModelFilter.h
index 0e042941..36d781dd 100644
--- a/include/otbTensorflowMultisourceModelFilter.h
+++ b/include/otbTensorflowMultisourceModelFilter.h
@@ -17,11 +17,6 @@
 // Iterator
 #include "itkImageRegionConstIteratorWithOnlyIndex.h"
 
-// Tensorflow helpers
-#include "otbTensorflowGraphOperations.h"
-#include "otbTensorflowDataTypeBridge.h"
-#include "otbTensorflowCopyUtils.h"
-
 // Tile hint
 #include "itkMetaDataObject.h"
 #include "otbMetaDataKey.h"
-- 
GitLab


From f84677a783f5e06e0b9675d1bb6c65e0e57c8eeb Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Sat, 6 Nov 2021 17:40:30 +0100
Subject: [PATCH 275/281] REFAC: GetNumberOfChannelsForOutputTensor -->
 GetNumberOfChannelsFromShapeProto

---
 include/otbTensorflowCopyUtils.cxx | 33 +++++++++++++++---------------
 1 file changed, 17 insertions(+), 16 deletions(-)

diff --git a/include/otbTensorflowCopyUtils.cxx b/include/otbTensorflowCopyUtils.cxx
index 68210943..3a5cbfd8 100644
--- a/include/otbTensorflowCopyUtils.cxx
+++ b/include/otbTensorflowCopyUtils.cxx
@@ -167,33 +167,32 @@ SampleCenteredPatch(const typename TImage::Pointer     inputPtr,
   SampleCenteredPatch<TImage>(inputPtr, centerIndex, patchSize, tensor, elemIdx);
 }
 
-// Return the number of channels that the output tensor will occupy in the output image
 //
+// Return the number of channels from the TensorShapeProto
 // shape {n}          --> 1 (e.g. a label)
-// shape {n, c}       --> c (e.g. a vector)
-// shape {x, y, c}    --> c (e.g. a patch)
-// shape {n, x, y, c} --> c (e.g. some patches)
+// shape {n, c}       --> c (e.g. a pixel)
+// shape {n, x, y}    --> 1 (e.g. a mono-channel patch)
+// shape {n, x, y, c} --> c (e.g. a multi-channel patch)
 //
+template<class T>
 tensorflow::int64
-GetNumberOfChannelsForOutputTensor(const tensorflow::Tensor & tensor)
+GetNumberOfChannelsFromShapeProto(const T & proto)
 {
-  const tensorflow::TensorShape shape = tensor.shape();
-  const int                     nDims = shape.dims();
+  const int nDims = proto.dim_size();
   if (nDims == 1)
+    // e.g. a batch prediction, as flat tensor
     return 1;
   if (nDims == 3)
+    // typically when the last dimension in squeezed following a
+    // computation that does not keep dimensions (e.g. reduce_sum, etc.)
     return 1;
-  return shape.dim_size(nDims - 1);
+  // any other dimension: we assume that the last dimension represent the
+  // number of channels in the output image.
+  return proto.dim(nDims - 1).size();
 }
 
 //
 // Copy a tensor into the image region
-// TODO: Enable to change mapping from source tensor to image to make it more generic
-//
-// Right now, only the following output tensor shapes can be processed:
-// shape {n}          --> 1 (e.g. a label)
-// shape {n, c}       --> c (e.g. a vector)
-// shape {x, y, c}    --> c (e.g. a multichannel image)
 //
 template <class TImage, class TValueType>
 void
@@ -207,8 +206,10 @@ CopyTensorToImageRegion(const tensorflow::Tensor &          tensor,
   // Flatten the tensor
   auto tFlat = tensor.flat<TValueType>();
 
-  // Get the size of the last component of the tensor (see 'GetNumberOfChannelsForOutputTensor(...)')
-  const tensorflow::int64 outputDimSize_C = GetNumberOfChannelsForOutputTensor(tensor);
+  // Get the number of component of the output image
+  tensorflow::TensorShapeProto proto;
+  tensor.shape().AsProto(&proto);
+  const tensorflow::int64 outputDimSize_C = GetNumberOfChannelsFromShapeProto<tensorflow::TensorShapeProto>(proto);
 
   // Number of columns (size x of the buffer)
   const tensorflow::int64 nCols = bufferRegion.GetSize(0);
-- 
GitLab


From a4dc56540aa6d632948e34841f6ec1dca7a0f4bb Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Sat, 6 Nov 2021 17:40:43 +0100
Subject: [PATCH 276/281] REFAC: GetNumberOfChannelsForOutputTensor -->
 GetNumberOfChannelsFromShapeProto

---
 include/otbTensorflowCopyUtils.h | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/include/otbTensorflowCopyUtils.h b/include/otbTensorflowCopyUtils.h
index 1bf47dd4..70d244fb 100644
--- a/include/otbTensorflowCopyUtils.h
+++ b/include/otbTensorflowCopyUtils.h
@@ -68,8 +68,9 @@ void SampleCenteredPatch(const typename TImage::Pointer inputPtr, const typename
 template<class TImage>
 void SampleCenteredPatch(const typename TImage::Pointer inputPtr, const typename TImage::PointType & centerCoord, const typename TImage::SizeType & patchSize, tensorflow::Tensor & tensor, unsigned int elemIdx);
 
-// Return the number of channels that the output tensor will occupy in the output image
-tensorflow::int64 GetNumberOfChannelsForOutputTensor(const tensorflow::Tensor & tensor);
+// Return the number of channels from the TensorflowShapeProto
+template<class T>
+tensorflow::int64 GetNumberOfChannelsFromShapeProto(const T & proto);
 
 // Copy a tensor into the image region
 template<class TImage, class TValueType>
-- 
GitLab


From d5d9b193fc3f42d012f452c254c5bb1890d47732 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Sat, 6 Nov 2021 17:41:48 +0100
Subject: [PATCH 277/281] REFAC: use GetNumberOfChannelsFromShapeProto(), DOC:
 explanation in error message

---
 .../otbTensorflowMultisourceModelFilter.hxx   | 25 +++----------------
 1 file changed, 3 insertions(+), 22 deletions(-)

diff --git a/include/otbTensorflowMultisourceModelFilter.hxx b/include/otbTensorflowMultisourceModelFilter.hxx
index 7f6da547..c5f90518 100644
--- a/include/otbTensorflowMultisourceModelFilter.hxx
+++ b/include/otbTensorflowMultisourceModelFilter.hxx
@@ -272,29 +272,9 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
   for (auto& protoShape: this->GetOutputTensorsShapes())
     {
     // Find the number of components
-    int dim_size = protoShape.dim_size();
-    unsigned int nComponents = 1;
-    if (dim_size == 1)
-    {
-      // The output is a flatten tensor
-      nComponents = 1;
-    }
-    else if (dim_size == 3)
-      {
-      // In the specific case of tensors of size [None, None, None],
-      // we assume that the dimensions are [batch, x, y]
-      nComponents = 1;
-      }
-    else if (1 < dim_size && dim_size <= 4)
-      {
-      // Else the number of components per pixel is the last dimension of the tensor
-      // [None, c] --> c
-      // [None, None, None, c] --> c
-      nComponents = protoShape.dim(dim_size-1).size();
-      }
-    else
+    if (protoShape.dim_size() > 4)
       {
-      itkExceptionMacro("Dim_size=" << dim_size << " currently not supported. "
+      itkExceptionMacro("dim_size=" << protoShape.dim_size() << " currently not supported. "
           "Keep in mind that output tensors must have 1, 2, 3 or 4 dimensions. "
           "In the case of 1-dimensional tensor, the first dimension is for the batch, "
           "and we assume that the output tensor has 1 channel. "
@@ -306,6 +286,7 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
           "and the second and the third are for (x, y). The last is for the number of "
           "channels. ");
       }
+    unsigned int nComponents = tf::GetNumberOfChannelsFromShapeProto<tensorflow::TensorShapeProto>(protoShape);
     outputPixelSize += nComponents;
     }
 
-- 
GitLab


From a9ecfbb61f2db8055cde59f881261973732eaec1 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Sat, 6 Nov 2021 18:59:44 +0100
Subject: [PATCH 278/281] REFAC: include tensor_shape.pb.h and simplify
 GetNumberOfChannelsFromShapeProto()

---
 include/otbTensorflowCopyUtils.cxx              | 5 ++---
 include/otbTensorflowCopyUtils.h                | 4 ++--
 include/otbTensorflowMultisourceModelFilter.hxx | 2 +-
 3 files changed, 5 insertions(+), 6 deletions(-)

diff --git a/include/otbTensorflowCopyUtils.cxx b/include/otbTensorflowCopyUtils.cxx
index 3a5cbfd8..e9690511 100644
--- a/include/otbTensorflowCopyUtils.cxx
+++ b/include/otbTensorflowCopyUtils.cxx
@@ -174,9 +174,8 @@ SampleCenteredPatch(const typename TImage::Pointer     inputPtr,
 // shape {n, x, y}    --> 1 (e.g. a mono-channel patch)
 // shape {n, x, y, c} --> c (e.g. a multi-channel patch)
 //
-template<class T>
 tensorflow::int64
-GetNumberOfChannelsFromShapeProto(const T & proto)
+GetNumberOfChannelsFromShapeProto(const tensorflow::TensorShapeProto & proto)
 {
   const int nDims = proto.dim_size();
   if (nDims == 1)
@@ -209,7 +208,7 @@ CopyTensorToImageRegion(const tensorflow::Tensor &          tensor,
   // Get the number of component of the output image
   tensorflow::TensorShapeProto proto;
   tensor.shape().AsProto(&proto);
-  const tensorflow::int64 outputDimSize_C = GetNumberOfChannelsFromShapeProto<tensorflow::TensorShapeProto>(proto);
+  const tensorflow::int64 outputDimSize_C = GetNumberOfChannelsFromShapeProto(proto);
 
   // Number of columns (size x of the buffer)
   const tensorflow::int64 nCols = bufferRegion.GetSize(0);
diff --git a/include/otbTensorflowCopyUtils.h b/include/otbTensorflowCopyUtils.h
index 70d244fb..17458791 100644
--- a/include/otbTensorflowCopyUtils.h
+++ b/include/otbTensorflowCopyUtils.h
@@ -25,6 +25,7 @@
 // tensorflow::tensor
 #include "tensorflow/core/framework/tensor.h"
 #include "tensorflow/core/framework/tensor_shape.h"
+#include "tensorflow/core/framework/tensor_shape.pb.h"
 
 // tensorflow::datatype <--> ImageType::InternalPixelType
 #include "otbTensorflowDataTypeBridge.h"
@@ -69,8 +70,7 @@ template<class TImage>
 void SampleCenteredPatch(const typename TImage::Pointer inputPtr, const typename TImage::PointType & centerCoord, const typename TImage::SizeType & patchSize, tensorflow::Tensor & tensor, unsigned int elemIdx);
 
 // Return the number of channels from the TensorflowShapeProto
-template<class T>
-tensorflow::int64 GetNumberOfChannelsFromShapeProto(const T & proto);
+tensorflow::int64 GetNumberOfChannelsFromShapeProto(const tensorflow::TensorShapeProto & proto);
 
 // Copy a tensor into the image region
 template<class TImage, class TValueType>
diff --git a/include/otbTensorflowMultisourceModelFilter.hxx b/include/otbTensorflowMultisourceModelFilter.hxx
index c5f90518..d208f01a 100644
--- a/include/otbTensorflowMultisourceModelFilter.hxx
+++ b/include/otbTensorflowMultisourceModelFilter.hxx
@@ -286,7 +286,7 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
           "and the second and the third are for (x, y). The last is for the number of "
           "channels. ");
       }
-    unsigned int nComponents = tf::GetNumberOfChannelsFromShapeProto<tensorflow::TensorShapeProto>(protoShape);
+    unsigned int nComponents = tf::GetNumberOfChannelsFromShapeProto(protoShape);
     outputPixelSize += nComponents;
     }
 
-- 
GitLab


From fced3cb150df41b51dc467b4b9bd0ade9466b244 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Sun, 7 Nov 2021 19:15:25 +0100
Subject: [PATCH 279/281] TEST: add tests for output tensor shapes

---
 test/CMakeLists.txt                           |  42 ++++++++++++++++++
 test/models/model5.py                         |  25 +++++++++++
 test/models/model5/saved_model.pb             | Bin 0 -> 78685 bytes
 .../variables/variables.data-00000-of-00001   | Bin 0 -> 797 bytes
 test/models/model5/variables/variables.index  | Bin 0 -> 145 bytes
 5 files changed, 67 insertions(+)
 create mode 100644 test/models/model5.py
 create mode 100644 test/models/model5/saved_model.pb
 create mode 100644 test/models/model5/variables/variables.data-00000-of-00001
 create mode 100644 test/models/model5/variables/variables.index

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index 0ec3e344..a4260dfe 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -40,6 +40,7 @@ set(MODEL1 ${MODELSDIR}/model1)
 set(MODEL2 ${MODELSDIR}/model2)
 set(MODEL3 ${MODELSDIR}/model3)
 set(MODEL4 ${MODELSDIR}/model4)
+set(MODEL5 ${MODELSDIR}/model5)
 
 # Output images and baselines
 set(MODEL1_PB_OUT apTvClTensorflowModelServeCNN16x16PB.tif)
@@ -51,6 +52,7 @@ set(MODEL4_FC_OUT apTvClTensorflowModelServeFCNN64x64to32x32.tif)
 set(MODEL1_SAVED model1_updated)
 set(PATCHESIMG_01 patchimg_01.tif)
 set(PATCHESIMG_11 patchimg_11.tif)
+set(MODEL5_OUT reduce_sum.tif)
 
 #----------- Patches selection ----------------
 set(PATCHESPOS_01 ${TEMP}/out_train_32.gpkg)
@@ -216,4 +218,44 @@ otb_test_application(NAME apTvClTensorflowModelServeFCNN64x64to32x32
   ${TEMP}/${MODEL4_FC_OUT})
 set_tests_properties(apTvClTensorflowModelServeFCNN64x64to32x32 PROPERTIES ENVIRONMENT "OTB_LOGGER_LEVEL=DEBUG}")
 
+#----------- Test various output tensor shapes ----------------
+# We test the following output shapes on one monochannel image:
+# [None]
+# [None, 1]
+# [None, None, None]
+# [None, None, None, 1]
+set(ENV{OTB_TF_NSOURCES} 1)
+otb_test_application(NAME outputTensorShapesTest1pb
+  APP  TensorflowModelServe
+  OPTIONS -source1.il ${IMAGEPAN} -model.dir ${MODEL5} -out ${TEMP}/${MODEL5_OUT} -output.names "tf.reshape"
+  VALID --compare-image ${EPSILON_6} ${IMAGEPAN} ${TEMP}/${MODEL5_OUT})
+otb_test_application(NAME outputTensorShapesTest1fc
+  APP  TensorflowModelServe
+  OPTIONS -source1.il ${IMAGEPAN} -model.dir ${MODEL5} -model.fullyconv on -out ${TEMP}/${MODEL5_OUT} -output.names "tf.reshape"
+  VALID --compare-image ${EPSILON_6} ${IMAGEPAN} ${TEMP}/${MODEL5_OUT})
+otb_test_application(NAME outputTensorShapesTest2pb
+  APP  TensorflowModelServe
+  OPTIONS -source1.il ${IMAGEPAN} -model.dir ${MODEL5} -out ${TEMP}/${MODEL5_OUT} -output.names "tf.reshape_1"
+  VALID --compare-image ${EPSILON_6} ${IMAGEPAN} ${TEMP}/${MODEL5_OUT})
+otb_test_application(NAME outputTensorShapesTest2fc
+  APP  TensorflowModelServe
+  OPTIONS -source1.il ${IMAGEPAN} -model.dir ${MODEL5} -model.fullyconv on -out ${TEMP}/${MODEL5_OUT} -output.names "tf.reshape_1"
+  VALID --compare-image ${EPSILON_6} ${IMAGEPAN} ${TEMP}/${MODEL5_OUT})
+otb_test_application(NAME outputTensorShapesTest3pb
+  APP  TensorflowModelServe
+  OPTIONS -source1.il ${IMAGEPAN} -model.dir ${MODEL5} -out ${TEMP}/${MODEL5_OUT} -output.names "tf.reshape_2"
+  VALID --compare-image ${EPSILON_6} ${IMAGEPAN} ${TEMP}/${MODEL5_OUT})
+otb_test_application(NAME outputTensorShapesTest3fc
+  APP  TensorflowModelServe
+  OPTIONS -source1.il ${IMAGEPAN} -model.dir ${MODEL5} -model.fullyconv on -out ${TEMP}/${MODEL5_OUT} -output.names "tf.reshape_2"
+  VALID --compare-image ${EPSILON_6} ${IMAGEPAN} ${TEMP}/${MODEL5_OUT})
+otb_test_application(NAME outputTensorShapesTest4pb
+  APP  TensorflowModelServe
+  OPTIONS -source1.il ${IMAGEPAN} -model.dir ${MODEL5} -out ${TEMP}/${MODEL5_OUT} -output.names "tf.reshape_3"
+  VALID --compare-image ${EPSILON_6} ${IMAGEPAN} ${TEMP}/${MODEL5_OUT})
+otb_test_application(NAME outputTensorShapesTest4fc
+  APP  TensorflowModelServe
+  OPTIONS -source1.il ${IMAGEPAN} -model.dir ${MODEL5} -model.fullyconv on -out ${TEMP}/${MODEL5_OUT} -output.names "tf.reshape_3"
+  VALID --compare-image ${EPSILON_6} ${IMAGEPAN} ${TEMP}/${MODEL5_OUT})
+
 
diff --git a/test/models/model5.py b/test/models/model5.py
new file mode 100644
index 00000000..cc17d52e
--- /dev/null
+++ b/test/models/model5.py
@@ -0,0 +1,25 @@
+"""
+This test checks that the output tensor shapes are supported.
+The input of this model must be a mono channel image.
+All 4 different output shapes supported in OTBTF are tested.
+
+"""
+import tensorflow as tf
+
+# Input
+x = tf.keras.Input(shape=[None, None, None], name="x")  # [b, h, w, c=1]
+
+# Create reshaped outputs
+shape = tf.shape(x)
+b = shape[0]
+h = shape[1]
+w = shape[2]
+y1 = tf.reshape(x, shape=(b*h*w,))  # [b*h*w]
+y2 = tf.reshape(x, shape=(b*h*w, 1))  # [b*h*w, 1]
+y3 = tf.reshape(x, shape=(b, h, w))  # [b, h, w]
+y4 = tf.reshape(x, shape=(b, h, w, 1))  # [b, h, w, 1]
+
+# Create model
+model = tf.keras.Model(inputs={"x": x}, outputs={"y1": y1, "y2": y2, "y3": y3, "y4": y4})
+model.save("model5")
+
diff --git a/test/models/model5/saved_model.pb b/test/models/model5/saved_model.pb
new file mode 100644
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diff --git a/test/models/model5/variables/variables.data-00000-of-00001 b/test/models/model5/variables/variables.data-00000-of-00001
new file mode 100644
index 0000000000000000000000000000000000000000..8025a877597414e2ccfa5ad6df4d353692f8b3fc
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diff --git a/test/models/model5/variables/variables.index b/test/models/model5/variables/variables.index
new file mode 100644
index 0000000000000000000000000000000000000000..b5dcd195566dfe545927b250de2a228c55c829c4
GIT binary patch
literal 145
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literal 0
HcmV?d00001

-- 
GitLab


From 020420492bc5f2066a20c0748c83bf7f034ade03 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Sun, 7 Nov 2021 23:16:13 +0100
Subject: [PATCH 280/281] ADD: release notes

---
 RELEASE_NOTES.txt | 99 +++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 99 insertions(+)
 create mode 100644 RELEASE_NOTES.txt

diff --git a/RELEASE_NOTES.txt b/RELEASE_NOTES.txt
new file mode 100644
index 00000000..76403305
--- /dev/null
+++ b/RELEASE_NOTES.txt
@@ -0,0 +1,99 @@
+Version 3.0.0-beta (20 nov 2021)
+----------------------------------------------------------------
+* Use Tensorflow 2 API everywhere. Everything is backward compatible (old models can still be used).
+* Support models with no-named inputs and outputs. OTBTF now can resolve the names! :) Just in the same order as they are defined in the computational graph.
+* Support user placeholders of type vector (int, float or bool)
+* More unit tests, spell check, better static analysis of C++ and python code
+* Improve the handling of 3-dimensional output tensors, + more explanation in error messages about output tensors dimensions.
+* Improve `PatchesSelection` to locate patches centers with corners or pixels centers depending if the patch size is odd or even.
+
+Version 2.5 (20 oct 2021)
+----------------------------------------------------------------
+* Fix a bug in otbtf.py. The `PatchesImagesReader` wasn't working properly when the streaming was disabled.
+* Improve the documentation on docker build and docker use (Thanks to Vincent@LaTelescop and Doctor-Who).
+
+Version 2.4 (11 apr 2021)
+----------------------------------------------------------------
+* Fix a bug: The output image origin was sometimes shifted from a fraction of pixel. This issue happened only with multi-inputs models that have inputs of different spacing.
+* Improvement: The output image largest possible region is now computed on the maximum possible area within the expression field. Before that, the largest possible region was too much cropped when an expression field > 1 was used. Now output images are a bit larger when a non unitary expression field is used.
+
+Version 2.3 (30 mar 2021)
+----------------------------------------------------------------
+* More supported numeric types for tensors:
+  * `tensorflow::DT_FLOAT`
+  * `tensorflow::DT_DOUBLE`
+  * `tensorflow::DT_UINT64`
+  * `tensorflow::DT_INT64`
+  * `tensorflow::DT_UINT32`
+  * `tensorflow::DT_INT32`
+  * `tensorflow::DT_UINT16`
+  * `tensorflow::DT_INT16`
+  * `tensorflow::DT_UINT8`
+* Update instructions to use docker
+
+Version 2.2 (29 jan 2021)
+----------------------------------------------------------------
+* Huge enhancement of the docker image build (from Vincent@LaTeleScop)
+
+Version 2.1 (17 nov 2020)
+----------------------------------------------------------------
+* New OTBTF python classes to train the models:
+  * `PatchesReaderBase`: base abstract class for patches readers. Users/developers can implement their own from it!
+  * `PatchesImagesReader`: a class implementing `PatchesReaderBase` to access the patches images, as they are produced by the OTBTF PatchesExtraction application.
+  * `IteratorBase`: base class to iterate on `PatchesReaderBase`-derived readers.
+  * `RandomIterator`: an iterator implementing `IteratorBase` designed to randomly access elements.
+  * `Dataset`: generic class to build datasets, consisting essentially of the assembly of a `PatchesReaderBase`-derived reader, and a `IteratorBase`-derived iterator. The `Dataset` handles the gathering of the data using a thread. It can be used as a `tf.dataset` to feed computational graphs.
+  * `DatasetFromPatchesImages`: a `Dataset` that uses a `PatchesImagesReader` to allow users/developers to stream their patches generated using the OTBTF PatchesExtraction through a `tf.dataset` which implements a streaming mechanism, enabling low memory footprint and high performance I/O thank to a threaded reading mechanism.
+* Fix in dockerfile (from Pratyush Das) to work with WSL2  
+
+Version 2.0 (29 may 2020)
+----------------------------------------------------------------
+* Now using TensorFlow 2.0! Some minor migration of python models, because we stick with `tf.compat.v1`.
+* Python functions to read patches now use GDAL
+* Lighter docker images (thanks to Vincent@LaTeleScop)
+
+Version 1.8.0 (14 jan 2020)
+----------------------------------------------------------------
+* PatchesExtraction supports no-data (a different value for each source can be set)
+* New sampling strategy available in PatchesSelection (balanced strategy)
+
+Version 1.7.0 (15 oct 2019)
+----------------------------------------------------------------
+* Add a new application for patches selection (experimental)
+* New docker images that are GPU-enabled using NVIDIA runtime
+
+Version 1.6.0 (18 jul 2019)
+----------------------------------------------------------------
+* Fix a bug related to coordinates tolerance (TensorflowModelTrain can now use patches that do not occupy physically the same space)
+* Fix dockerfile (add important environment variables, add a non-root user, add an example how to run the docker image)
+* Document the provided Gaetano et al. two-branch CNN
+
+Version 1.5.1 (18 jun 2019)
+----------------------------------------------------------------
+* Ubuntu bionic dockerfile + instructions
+* Doc tags for QGIS3 integration
+* Add cmake tests (3 models are tested in various configuration on Pan/XS images)
+* PatchesExtraction writes patches images with physical spacing
+
+Version 1.3.0 (18 nov 2018)
+----------------------------------------------------------------
+* Add 3 models that can be directly trained with TensorflowModelTrain (one CNN net, one FCN net, one 2-branch CNN net performing separately on PAN and XS images)
+* Fix a bug occurring when using a scale factor <> 1 with a non-unit expression field
+* Fix incorrect batch size in learning filters when batch size was not a multiple of number of batches
+* Add some documentation
+
+Version 1.2.0 (29 sep 2018)
+----------------------------------------------------------------
+* Fix typos in documentation
+* Add a new application for dense polygon classes statistics
+* Fix a bug in validation step
+* Add streaming option of training/validation
+* Document filters classes
+* Change applications parameters names and roles
+* Add a python application that converts a graph into a savedmodel
+* Adjust tiling to expression field
+* Update license
+
+Version 1.0.0 (16 may 2018)
+----------------------------------------------------------------
+* First release of OTBTF!
-- 
GitLab


From 3a9e958c0379c073edf75136c5247be0b0c942f5 Mon Sep 17 00:00:00 2001
From: Remi Cresson <remi.cresson@irstea.fr>
Date: Mon, 8 Nov 2021 14:02:08 +0100
Subject: [PATCH 281/281] STYLE: apply clang-format

---
 app/otbDensePolygonClassStatistics.cxx        | 292 +++++++-------
 app/otbImageClassifierFromDeepFeatures.cxx    |  59 +--
 app/otbLabelImageSampleSelection.cxx          | 246 ++++++------
 app/otbPatchesExtraction.cxx                  | 166 ++++----
 app/otbPatchesSelection.cxx                   | 293 ++++++++-------
 app/otbTensorflowModelServe.cxx               | 246 ++++++------
 app/otbTensorflowModelTrain.cxx               | 355 +++++++++---------
 app/otbTrainClassifierFromDeepFeatures.cxx    | 119 +++---
 include/otbTensorflowCommon.cxx               |  69 ++--
 include/otbTensorflowCommon.h                 |  45 ++-
 include/otbTensorflowCopyUtils.cxx            |  11 +-
 include/otbTensorflowCopyUtils.h              |  87 +++--
 include/otbTensorflowDataTypeBridge.cxx       |  19 +-
 include/otbTensorflowDataTypeBridge.h         |  19 +-
 include/otbTensorflowGraphOperations.cxx      |   6 +-
 include/otbTensorflowGraphOperations.h        |  25 +-
 include/otbTensorflowMultisourceModelBase.h   | 109 +++---
 include/otbTensorflowMultisourceModelBase.hxx |  78 ++--
 include/otbTensorflowMultisourceModelFilter.h |  83 ++--
 .../otbTensorflowMultisourceModelFilter.hxx   | 333 ++++++++--------
 ...tbTensorflowMultisourceModelLearningBase.h |  69 ++--
 ...TensorflowMultisourceModelLearningBase.hxx | 141 ++++---
 include/otbTensorflowMultisourceModelTrain.h  |  28 +-
 .../otbTensorflowMultisourceModelTrain.hxx    |  31 +-
 .../otbTensorflowMultisourceModelValidate.h   |  65 ++--
 .../otbTensorflowMultisourceModelValidate.hxx | 193 +++++-----
 include/otbTensorflowSampler.h                |  87 +++--
 include/otbTensorflowSampler.hxx              |  79 ++--
 include/otbTensorflowSamplingUtils.cxx        |  15 +-
 include/otbTensorflowSamplingUtils.h          |  78 ++--
 include/otbTensorflowSource.h                 |  42 +--
 include/otbTensorflowSource.hxx               |  27 +-
 include/otbTensorflowStreamerFilter.h         |  25 +-
 include/otbTensorflowStreamerFilter.hxx       |  39 +-
 34 files changed, 1872 insertions(+), 1707 deletions(-)

diff --git a/app/otbDensePolygonClassStatistics.cxx b/app/otbDensePolygonClassStatistics.cxx
index fa7c2701..1b9b53f6 100644
--- a/app/otbDensePolygonClassStatistics.cxx
+++ b/app/otbDensePolygonClassStatistics.cxx
@@ -34,10 +34,11 @@ namespace otb
 namespace Wrapper
 {
 /** Utility function to negate std::isalnum */
-bool IsNotAlphaNum(char c)
-  {
+bool
+IsNotAlphaNum(char c)
+{
   return !std::isalnum(c);
-  }
+}
 
 class DensePolygonClassStatistics : public Application
 {
@@ -53,54 +54,53 @@ public:
   itkTypeMacro(DensePolygonClassStatistics, Application);
 
   /** DataObjects typedef */
-  typedef UInt32ImageType                           LabelImageType;
-  typedef UInt8ImageType                            MaskImageType;
-  typedef VectorData<>                              VectorDataType;
+  typedef UInt32ImageType LabelImageType;
+  typedef UInt8ImageType  MaskImageType;
+  typedef VectorData<>    VectorDataType;
 
   /** ProcessObjects typedef */
-  typedef otb::VectorDataIntoImageProjectionFilter<VectorDataType,
-      FloatVectorImageType>                                                       VectorDataReprojFilterType;
+  typedef otb::VectorDataIntoImageProjectionFilter<VectorDataType, FloatVectorImageType> VectorDataReprojFilterType;
 
-  typedef otb::VectorDataToLabelImageFilter<VectorDataType, LabelImageType>       RasterizeFilterType;
+  typedef otb::VectorDataToLabelImageFilter<VectorDataType, LabelImageType> RasterizeFilterType;
 
   typedef otb::VectorImage<MaskImageType::PixelType>                              InternalMaskImageType;
   typedef otb::ImageToNoDataMaskFilter<FloatVectorImageType, MaskImageType>       NoDataMaskFilterType;
   typedef otb::ImageToVectorImageCastFilter<MaskImageType, InternalMaskImageType> CastFilterType;
 
-  typedef otb::StreamingStatisticsMapFromLabelImageFilter<InternalMaskImageType,
-      LabelImageType>                                                             StatsFilterType;
+  typedef otb::StreamingStatisticsMapFromLabelImageFilter<InternalMaskImageType, LabelImageType> StatsFilterType;
 
-  typedef otb::StatisticsXMLFileWriter<FloatVectorImageType::PixelType>           StatWriterType;
+  typedef otb::StatisticsXMLFileWriter<FloatVectorImageType::PixelType> StatWriterType;
 
-  void DoInit()
+  void
+  DoInit()
   {
     SetName("DensePolygonClassStatistics");
     SetDescription("Computes statistics on a training polygon set.");
 
     // Documentation
     SetDocLongDescription("The application processes a dense set of polygons "
-      "intended for training (they should have a field giving the associated "
-      "class). The geometries are analyzed against a support image to compute "
-      "statistics : \n"
-      "  - number of samples per class\n"
-      "  - number of samples per geometry\n");
+                          "intended for training (they should have a field giving the associated "
+                          "class). The geometries are analyzed against a support image to compute "
+                          "statistics : \n"
+                          "  - number of samples per class\n"
+                          "  - number of samples per geometry\n");
     SetDocLimitations("None");
     SetDocAuthors("Remi Cresson");
 
     AddDocTag(Tags::Learning);
 
-    AddParameter(ParameterType_InputImage,  "in",   "Input image");
+    AddParameter(ParameterType_InputImage, "in", "Input image");
     SetParameterDescription("in", "Support image that will be classified");
-    
+
     AddParameter(ParameterType_InputVectorData, "vec", "Input vectors");
-    SetParameterDescription("vec","Input geometries to analyze");
-    
+    SetParameterDescription("vec", "Input geometries to analyze");
+
     AddParameter(ParameterType_OutputFilename, "out", "Output XML statistics file");
-    SetParameterDescription("out","Output file to store statistics (XML format)");
+    SetParameterDescription("out", "Output file to store statistics (XML format)");
 
     AddParameter(ParameterType_ListView, "field", "Field Name");
-    SetParameterDescription("field","Name of the field carrying the class number in the input vectors.");
-    SetListViewSingleSelectionMode("field",true);
+    SetParameterDescription("field", "Name of the field carrying the class number in the input vectors.");
+    SetListViewSingleSelectionMode("field", true);
 
     ElevationParametersHandler::AddElevationParameters(this, "elev");
 
@@ -110,158 +110,154 @@ public:
     SetDocExampleParameterValue("in", "support_image.tif");
     SetDocExampleParameterValue("vec", "variousVectors.shp");
     SetDocExampleParameterValue("field", "label");
-    SetDocExampleParameterValue("out","polygonStat.xml");
-
+    SetDocExampleParameterValue("out", "polygonStat.xml");
   }
 
-  void DoExecute()
+  void
+  DoExecute()
   {
 
-  // Retrieve the field name
-  std::vector<int> selectedCFieldIdx = GetSelectedItems("field");
+    // Retrieve the field name
+    std::vector<int> selectedCFieldIdx = GetSelectedItems("field");
 
-  if(selectedCFieldIdx.empty())
+    if (selectedCFieldIdx.empty())
     {
-    otbAppLogFATAL(<<"No field has been selected for data labelling!");
+      otbAppLogFATAL(<< "No field has been selected for data labelling!");
     }
 
-  std::vector<std::string> cFieldNames = GetChoiceNames("field");  
-  std::string fieldName = cFieldNames[selectedCFieldIdx.front()];
-
-  otb::Wrapper::ElevationParametersHandler::SetupDEMHandlerFromElevationParameters(this,"elev");
-
-  // Get inputs
-  FloatVectorImageType::Pointer xs = GetParameterImage("in");
-  VectorDataType* shp = GetParameterVectorData("vec");
-
-  // Reproject vector data
-  m_VectorDataReprojectionFilter = VectorDataReprojFilterType::New();
-  m_VectorDataReprojectionFilter->SetInputVectorData(shp);
-  m_VectorDataReprojectionFilter->SetInputImage(xs);
-  m_VectorDataReprojectionFilter->Update();
-
-  // Internal no-data value
-  const LabelImageType::ValueType intNoData =
-      itk::NumericTraits<LabelImageType::ValueType>::max();
-
-  // Rasterize vector data (geometry ID)
-  m_RasterizeFIDFilter = RasterizeFilterType::New();
-  m_RasterizeFIDFilter->AddVectorData(m_VectorDataReprojectionFilter->GetOutput());
-  m_RasterizeFIDFilter->SetOutputOrigin(xs->GetOrigin());
-  m_RasterizeFIDFilter->SetOutputSpacing(xs->GetSignedSpacing());
-  m_RasterizeFIDFilter->SetOutputSize(xs->GetLargestPossibleRegion().GetSize());
-  m_RasterizeFIDFilter->SetBurnAttribute("________"); // Trick to get the polygon ID
-  m_RasterizeFIDFilter->SetGlobalWarningDisplay(false);
-  m_RasterizeFIDFilter->SetOutputProjectionRef(xs->GetProjectionRef());
-  m_RasterizeFIDFilter->SetBackgroundValue(intNoData);
-  m_RasterizeFIDFilter->SetDefaultBurnValue(0);
-
-  // Rasterize vector data (geometry class)
-  m_RasterizeClassFilter = RasterizeFilterType::New();
-  m_RasterizeClassFilter->AddVectorData(m_VectorDataReprojectionFilter->GetOutput());
-  m_RasterizeClassFilter->SetOutputOrigin(xs->GetOrigin());
-  m_RasterizeClassFilter->SetOutputSpacing(xs->GetSignedSpacing());
-  m_RasterizeClassFilter->SetOutputSize(xs->GetLargestPossibleRegion().GetSize());
-  m_RasterizeClassFilter->SetBurnAttribute(fieldName);
-  m_RasterizeClassFilter->SetOutputProjectionRef(xs->GetProjectionRef());
-  m_RasterizeClassFilter->SetBackgroundValue(intNoData);
-  m_RasterizeClassFilter->SetDefaultBurnValue(0);
-
-  // No data mask
-  m_NoDataFilter = NoDataMaskFilterType::New();
-  m_NoDataFilter->SetInput(xs);
-  m_NoDataCastFilter = CastFilterType::New();
-  m_NoDataCastFilter->SetInput(m_NoDataFilter->GetOutput());
-
-  // Stats (geometry ID)
-  m_FIDStatsFilter = StatsFilterType::New();
-  m_FIDStatsFilter->SetInput(m_NoDataCastFilter->GetOutput());
-  m_FIDStatsFilter->SetInputLabelImage(m_RasterizeFIDFilter->GetOutput());
-  m_FIDStatsFilter->GetStreamer()->SetAutomaticAdaptativeStreaming(GetParameterInt("ram"));
-  AddProcess(m_FIDStatsFilter->GetStreamer(), "Computing number of samples per vector");
-  m_FIDStatsFilter->Update();
-
-  // Stats (geometry class)
-  m_ClassStatsFilter = StatsFilterType::New();
-  m_ClassStatsFilter->SetInput(m_NoDataCastFilter->GetOutput());
-  m_ClassStatsFilter->SetInputLabelImage(m_RasterizeClassFilter->GetOutput());
-  m_ClassStatsFilter->GetStreamer()->SetAutomaticAdaptativeStreaming(GetParameterInt("ram"));
-  AddProcess(m_ClassStatsFilter->GetStreamer(), "Computing number of samples per class");
-  m_ClassStatsFilter->Update();
-
-  // Remove the no-data entries
-  StatsFilterType::LabelPopulationMapType fidMap = m_FIDStatsFilter->GetLabelPopulationMap();
-  StatsFilterType::LabelPopulationMapType classMap = m_ClassStatsFilter->GetLabelPopulationMap();
-  fidMap.erase(intNoData);
-  classMap.erase(intNoData);
-
-  m_StatWriter = StatWriterType::New();
-  m_StatWriter->SetFileName(this->GetParameterString("out"));
-  m_StatWriter->AddInputMap<StatsFilterType::LabelPopulationMapType>("samplesPerClass", classMap);
-  m_StatWriter->AddInputMap<StatsFilterType::LabelPopulationMapType>("samplesPerVector", fidMap);
-  m_StatWriter->Update();
-
+    std::vector<std::string> cFieldNames = GetChoiceNames("field");
+    std::string              fieldName = cFieldNames[selectedCFieldIdx.front()];
+
+    otb::Wrapper::ElevationParametersHandler::SetupDEMHandlerFromElevationParameters(this, "elev");
+
+    // Get inputs
+    FloatVectorImageType::Pointer xs = GetParameterImage("in");
+    VectorDataType *              shp = GetParameterVectorData("vec");
+
+    // Reproject vector data
+    m_VectorDataReprojectionFilter = VectorDataReprojFilterType::New();
+    m_VectorDataReprojectionFilter->SetInputVectorData(shp);
+    m_VectorDataReprojectionFilter->SetInputImage(xs);
+    m_VectorDataReprojectionFilter->Update();
+
+    // Internal no-data value
+    const LabelImageType::ValueType intNoData = itk::NumericTraits<LabelImageType::ValueType>::max();
+
+    // Rasterize vector data (geometry ID)
+    m_RasterizeFIDFilter = RasterizeFilterType::New();
+    m_RasterizeFIDFilter->AddVectorData(m_VectorDataReprojectionFilter->GetOutput());
+    m_RasterizeFIDFilter->SetOutputOrigin(xs->GetOrigin());
+    m_RasterizeFIDFilter->SetOutputSpacing(xs->GetSignedSpacing());
+    m_RasterizeFIDFilter->SetOutputSize(xs->GetLargestPossibleRegion().GetSize());
+    m_RasterizeFIDFilter->SetBurnAttribute("________"); // Trick to get the polygon ID
+    m_RasterizeFIDFilter->SetGlobalWarningDisplay(false);
+    m_RasterizeFIDFilter->SetOutputProjectionRef(xs->GetProjectionRef());
+    m_RasterizeFIDFilter->SetBackgroundValue(intNoData);
+    m_RasterizeFIDFilter->SetDefaultBurnValue(0);
+
+    // Rasterize vector data (geometry class)
+    m_RasterizeClassFilter = RasterizeFilterType::New();
+    m_RasterizeClassFilter->AddVectorData(m_VectorDataReprojectionFilter->GetOutput());
+    m_RasterizeClassFilter->SetOutputOrigin(xs->GetOrigin());
+    m_RasterizeClassFilter->SetOutputSpacing(xs->GetSignedSpacing());
+    m_RasterizeClassFilter->SetOutputSize(xs->GetLargestPossibleRegion().GetSize());
+    m_RasterizeClassFilter->SetBurnAttribute(fieldName);
+    m_RasterizeClassFilter->SetOutputProjectionRef(xs->GetProjectionRef());
+    m_RasterizeClassFilter->SetBackgroundValue(intNoData);
+    m_RasterizeClassFilter->SetDefaultBurnValue(0);
+
+    // No data mask
+    m_NoDataFilter = NoDataMaskFilterType::New();
+    m_NoDataFilter->SetInput(xs);
+    m_NoDataCastFilter = CastFilterType::New();
+    m_NoDataCastFilter->SetInput(m_NoDataFilter->GetOutput());
+
+    // Stats (geometry ID)
+    m_FIDStatsFilter = StatsFilterType::New();
+    m_FIDStatsFilter->SetInput(m_NoDataCastFilter->GetOutput());
+    m_FIDStatsFilter->SetInputLabelImage(m_RasterizeFIDFilter->GetOutput());
+    m_FIDStatsFilter->GetStreamer()->SetAutomaticAdaptativeStreaming(GetParameterInt("ram"));
+    AddProcess(m_FIDStatsFilter->GetStreamer(), "Computing number of samples per vector");
+    m_FIDStatsFilter->Update();
+
+    // Stats (geometry class)
+    m_ClassStatsFilter = StatsFilterType::New();
+    m_ClassStatsFilter->SetInput(m_NoDataCastFilter->GetOutput());
+    m_ClassStatsFilter->SetInputLabelImage(m_RasterizeClassFilter->GetOutput());
+    m_ClassStatsFilter->GetStreamer()->SetAutomaticAdaptativeStreaming(GetParameterInt("ram"));
+    AddProcess(m_ClassStatsFilter->GetStreamer(), "Computing number of samples per class");
+    m_ClassStatsFilter->Update();
+
+    // Remove the no-data entries
+    StatsFilterType::LabelPopulationMapType fidMap = m_FIDStatsFilter->GetLabelPopulationMap();
+    StatsFilterType::LabelPopulationMapType classMap = m_ClassStatsFilter->GetLabelPopulationMap();
+    fidMap.erase(intNoData);
+    classMap.erase(intNoData);
+
+    m_StatWriter = StatWriterType::New();
+    m_StatWriter->SetFileName(this->GetParameterString("out"));
+    m_StatWriter->AddInputMap<StatsFilterType::LabelPopulationMapType>("samplesPerClass", classMap);
+    m_StatWriter->AddInputMap<StatsFilterType::LabelPopulationMapType>("samplesPerVector", fidMap);
+    m_StatWriter->Update();
   }
 
-  void DoUpdateParameters()
+  void
+  DoUpdateParameters()
   {
-     if (HasValue("vec"))
-      {
-      std::string vectorFile = GetParameterString("vec");
-      ogr::DataSource::Pointer ogrDS =
-        ogr::DataSource::New(vectorFile, ogr::DataSource::Modes::Read);
-      ogr::Layer layer = ogrDS->GetLayer(0);
-      ogr::Feature feature = layer.ogr().GetNextFeature();
+    if (HasValue("vec"))
+    {
+      std::string              vectorFile = GetParameterString("vec");
+      ogr::DataSource::Pointer ogrDS = ogr::DataSource::New(vectorFile, ogr::DataSource::Modes::Read);
+      ogr::Layer               layer = ogrDS->GetLayer(0);
+      ogr::Feature             feature = layer.ogr().GetNextFeature();
 
       ClearChoices("field");
 
-      for(int iField=0; iField<feature.ogr().GetFieldCount(); iField++)
-        {
+      for (int iField = 0; iField < feature.ogr().GetFieldCount(); iField++)
+      {
         std::string key, item = feature.ogr().GetFieldDefnRef(iField)->GetNameRef();
         key = item;
-        std::string::iterator end = std::remove_if(key.begin(),key.end(),IsNotAlphaNum);
+        std::string::iterator end = std::remove_if(key.begin(), key.end(), IsNotAlphaNum);
         std::transform(key.begin(), end, key.begin(), tolower);
 
         OGRFieldType fieldType = feature.ogr().GetFieldDefnRef(iField)->GetType();
 
-        if(fieldType == OFTString || fieldType == OFTInteger || fieldType == OFTInteger64)
-          {
-          std::string tmpKey="field."+key.substr(0, end - key.begin());
-          AddChoice(tmpKey,item);
-          }
+        if (fieldType == OFTString || fieldType == OFTInteger || fieldType == OFTInteger64)
+        {
+          std::string tmpKey = "field." + key.substr(0, end - key.begin());
+          AddChoice(tmpKey, item);
         }
       }
+    }
 
-     // Check that the extension of the output parameter is XML (mandatory for
-     // StatisticsXMLFileWriter)
-     // Check it here to trigger the error before polygons analysis
-
-     if (HasValue("out"))
-       {
-       // Store filename extension
-       // Check that the right extension is given : expected .xml
-       const std::string extension = itksys::SystemTools::GetFilenameLastExtension(this->GetParameterString("out"));
-
-       if (itksys::SystemTools::LowerCase(extension) != ".xml")
-         {
-         otbAppLogFATAL( << extension << " is a wrong extension for parameter \"out\": Expected .xml" );
-         }
-       }
-  }
+    // Check that the extension of the output parameter is XML (mandatory for
+    // StatisticsXMLFileWriter)
+    // Check it here to trigger the error before polygons analysis
+
+    if (HasValue("out"))
+    {
+      // Store filename extension
+      // Check that the right extension is given : expected .xml
+      const std::string extension = itksys::SystemTools::GetFilenameLastExtension(this->GetParameterString("out"));
 
+      if (itksys::SystemTools::LowerCase(extension) != ".xml")
+      {
+        otbAppLogFATAL(<< extension << " is a wrong extension for parameter \"out\": Expected .xml");
+      }
+    }
+  }
 
 
 private:
   // Filters
   VectorDataReprojFilterType::Pointer m_VectorDataReprojectionFilter;
-  RasterizeFilterType::Pointer m_RasterizeFIDFilter;
-  RasterizeFilterType::Pointer m_RasterizeClassFilter;
-  NoDataMaskFilterType::Pointer m_NoDataFilter;
-  CastFilterType::Pointer m_NoDataCastFilter;
-  StatsFilterType::Pointer m_FIDStatsFilter;
-  StatsFilterType::Pointer m_ClassStatsFilter;
-  StatWriterType::Pointer m_StatWriter;
-
+  RasterizeFilterType::Pointer        m_RasterizeFIDFilter;
+  RasterizeFilterType::Pointer        m_RasterizeClassFilter;
+  NoDataMaskFilterType::Pointer       m_NoDataFilter;
+  CastFilterType::Pointer             m_NoDataCastFilter;
+  StatsFilterType::Pointer            m_FIDStatsFilter;
+  StatsFilterType::Pointer            m_ClassStatsFilter;
+  StatWriterType::Pointer             m_StatWriter;
 };
 
 } // end of namespace Wrapper
diff --git a/app/otbImageClassifierFromDeepFeatures.cxx b/app/otbImageClassifierFromDeepFeatures.cxx
index f3ffd273..3760f587 100644
--- a/app/otbImageClassifierFromDeepFeatures.cxx
+++ b/app/otbImageClassifierFromDeepFeatures.cxx
@@ -34,23 +34,23 @@ class ImageClassifierFromDeepFeatures : public CompositeApplication
 {
 public:
   /** Standard class typedefs. */
-  typedef ImageClassifierFromDeepFeatures              Self;
-  typedef Application                         Superclass;
-  typedef itk::SmartPointer<Self>             Pointer;
-  typedef itk::SmartPointer<const Self>       ConstPointer;
+  typedef ImageClassifierFromDeepFeatures Self;
+  typedef Application                     Superclass;
+  typedef itk::SmartPointer<Self>         Pointer;
+  typedef itk::SmartPointer<const Self>   ConstPointer;
 
   /** Standard macro */
   itkNewMacro(Self);
   itkTypeMacro(ImageClassifierFromDeepFeatures, otb::Wrapper::CompositeApplication);
 
 private:
-
   //
   // Add an input source, which includes:
   // -an input image list
   // -an input patchsize (dimensions of samples)
   //
-  void AddAnInputImage(int inputNumber = 0)
+  void
+  AddAnInputImage(int inputNumber = 0)
   {
     inputNumber++;
 
@@ -64,7 +64,8 @@ private:
   }
 
 
-  void DoInit()
+  void
+  DoInit()
   {
 
     SetName("ImageClassifierFromDeepFeatures");
@@ -81,48 +82,48 @@ private:
     ClearApplications();
 
     // Add applications
-    AddApplication("ImageClassifier",      "classif", "Images classifier"  );
-    AddApplication("TensorflowModelServe", "tfmodel", "Serve the TF model" );
+    AddApplication("ImageClassifier", "classif", "Images classifier");
+    AddApplication("TensorflowModelServe", "tfmodel", "Serve the TF model");
 
     // Model shared parameters
     AddAnInputImage();
-    for (int i = 1; i < tf::GetNumberOfSources() ; i++)
+    for (int i = 1; i < tf::GetNumberOfSources(); i++)
     {
       AddAnInputImage(i);
     }
-    ShareParameter("deepmodel",  "tfmodel.model",
-        "Deep net model parameters",      "Deep net model parameters");
-    ShareParameter("output",     "tfmodel.output",
-        "Deep net outputs parameters",
-        "Deep net outputs parameters");
-    ShareParameter("optim", "tfmodel.optim",
-        "This group of parameters allows optimization of processing time",
-        "This group of parameters allows optimization of processing time");
+    ShareParameter("deepmodel", "tfmodel.model", "Deep net model parameters", "Deep net model parameters");
+    ShareParameter("output", "tfmodel.output", "Deep net outputs parameters", "Deep net outputs parameters");
+    ShareParameter("optim",
+                   "tfmodel.optim",
+                   "This group of parameters allows optimization of processing time",
+                   "This group of parameters allows optimization of processing time");
 
     // Classify shared parameters
-    ShareParameter("model"      , "classif.model"      , "Model file"          , "Model file"          );
-    ShareParameter("imstat"     , "classif.imstat"     , "Statistics file"     , "Statistics file"     );
-    ShareParameter("nodatalabel", "classif.nodatalabel", "Label mask value"    , "Label mask value"    );
-    ShareParameter("out"        , "classif.out"        , "Output image"        , "Output image"        );
-    ShareParameter("confmap"    , "classif.confmap"    , "Confidence map image", "Confidence map image");
-    ShareParameter("ram"        , "classif.ram"        , "Ram"                 , "Ram"                 );
+    ShareParameter("model", "classif.model", "Model file", "Model file");
+    ShareParameter("imstat", "classif.imstat", "Statistics file", "Statistics file");
+    ShareParameter("nodatalabel", "classif.nodatalabel", "Label mask value", "Label mask value");
+    ShareParameter("out", "classif.out", "Output image", "Output image");
+    ShareParameter("confmap", "classif.confmap", "Confidence map image", "Confidence map image");
+    ShareParameter("ram", "classif.ram", "Ram", "Ram");
   }
 
-  void DoUpdateParameters()
+  void
+  DoUpdateParameters()
   {
     UpdateInternalParameters("classif");
   }
 
-  void DoExecute()
+  void
+  DoExecute()
   {
     ExecuteInternal("tfmodel");
-    GetInternalApplication("classif")->SetParameterInputImage("in", GetInternalApplication("tfmodel")->GetParameterOutputImage("out"));
+    GetInternalApplication("classif")->SetParameterInputImage(
+      "in", GetInternalApplication("tfmodel")->GetParameterOutputImage("out"));
     UpdateInternalParameters("classif");
     ExecuteInternal("classif");
   }
-
 };
 } // namespace Wrapper
 } // namespace otb
 
-OTB_APPLICATION_EXPORT( otb::Wrapper::ImageClassifierFromDeepFeatures )
+OTB_APPLICATION_EXPORT(otb::Wrapper::ImageClassifierFromDeepFeatures)
diff --git a/app/otbLabelImageSampleSelection.cxx b/app/otbLabelImageSampleSelection.cxx
index 50396fa0..f0d2c03d 100644
--- a/app/otbLabelImageSampleSelection.cxx
+++ b/app/otbLabelImageSampleSelection.cxx
@@ -35,59 +35,62 @@ class LabelImageSampleSelection : public Application
 {
 public:
   /** Standard class typedefs. */
-  typedef LabelImageSampleSelection           Self;
-  typedef Application                         Superclass;
-  typedef itk::SmartPointer<Self>             Pointer;
-  typedef itk::SmartPointer<const Self>       ConstPointer;
+  typedef LabelImageSampleSelection     Self;
+  typedef Application                   Superclass;
+  typedef itk::SmartPointer<Self>       Pointer;
+  typedef itk::SmartPointer<const Self> ConstPointer;
 
   /** Standard macro */
   itkNewMacro(Self);
   itkTypeMacro(LabelImageSampleSelection, Application);
 
   /** Vector data typedefs */
-  typedef VectorDataType::DataTreeType                 DataTreeType;
-  typedef itk::PreOrderTreeIterator<DataTreeType>      TreeIteratorType;
-  typedef VectorDataType::DataNodeType                 DataNodeType;
-  typedef DataNodeType::Pointer                        DataNodePointer;
+  typedef VectorDataType::DataTreeType            DataTreeType;
+  typedef itk::PreOrderTreeIterator<DataTreeType> TreeIteratorType;
+  typedef VectorDataType::DataNodeType            DataNodeType;
+  typedef DataNodeType::Pointer                   DataNodePointer;
 
   /** typedefs */
-  typedef Int16ImageType                               LabelImageType;
-  typedef unsigned int                                 IndexValueType;
+  typedef Int16ImageType LabelImageType;
+  typedef unsigned int   IndexValueType;
 
-  void DoUpdateParameters()
-  {
-  }
+  void
+  DoUpdateParameters()
+  {}
 
   /*
    * Display the percentage
    */
-  void ShowProgress(unsigned int count, unsigned int total, unsigned int step = 1000)
+  void
+  ShowProgress(unsigned int count, unsigned int total, unsigned int step = 1000)
   {
     if (count % step == 0)
     {
-      std::cout << std::setprecision(3) << "\r" << (100.0 * count / (float) total) << "%      " << std::flush;
+      std::cout << std::setprecision(3) << "\r" << (100.0 * count / (float)total) << "%      " << std::flush;
     }
   }
 
-  void ShowProgressDone()
+  void
+  ShowProgressDone()
   {
     std::cout << "\rDone      " << std::flush;
     std::cout << std::endl;
   }
 
-  void DoInit()
+  void
+  DoInit()
   {
 
     // Documentation
     SetName("LabelImageSampleSelection");
     SetDescription("This application extracts points from an input label image. "
-        "This application is like \"SampleSelection\", but uses an input label "
-        "image, rather than an input vector data.");
+                   "This application is like \"SampleSelection\", but uses an input label "
+                   "image, rather than an input vector data.");
     SetDocLongDescription("This application produces a vector data containing "
-        "a set of points centered on the pixels of the input label image. "
-        "The user can control the number of points. The default strategy consists "
-        "in producing the same number of points in each class. If one class has a "
-        "smaller number of points than requested, this one is adjusted.");
+                          "a set of points centered on the pixels of the input label image. "
+                          "The user can control the number of points. The default strategy consists "
+                          "in producing the same number of points in each class. If one class has a "
+                          "smaller number of points than requested, this one is adjusted.");
 
     SetDocAuthors("Remi Cresson");
 
@@ -97,39 +100,41 @@ public:
     // Strategy
     AddParameter(ParameterType_Choice, "strategy", "Sampling strategy");
 
-    AddChoice("strategy.constant","Set the same samples counts for all classes");
-    SetParameterDescription("strategy.constant","Set the same samples counts for all classes");
+    AddChoice("strategy.constant", "Set the same samples counts for all classes");
+    SetParameterDescription("strategy.constant", "Set the same samples counts for all classes");
 
     AddParameter(ParameterType_Int, "strategy.constant.nb", "Number of samples for all classes");
     SetParameterDescription("strategy.constant.nb", "Number of samples for all classes");
-    SetMinimumParameterIntValue("strategy.constant.nb",1);
-    SetDefaultParameterInt("strategy.constant.nb",1000);
+    SetMinimumParameterIntValue("strategy.constant.nb", 1);
+    SetDefaultParameterInt("strategy.constant.nb", 1000);
 
-    AddChoice("strategy.total","Set the total number of samples to generate, and use class proportions.");
-    SetParameterDescription("strategy.total","Set the total number of samples to generate, and use class proportions.");
-    AddParameter(ParameterType_Int,"strategy.total.v","The number of samples to generate");
-    SetParameterDescription("strategy.total.v","The number of samples to generate");
-    SetMinimumParameterIntValue("strategy.total.v",1);
-    SetDefaultParameterInt("strategy.total.v",1000);
+    AddChoice("strategy.total", "Set the total number of samples to generate, and use class proportions.");
+    SetParameterDescription("strategy.total",
+                            "Set the total number of samples to generate, and use class proportions.");
+    AddParameter(ParameterType_Int, "strategy.total.v", "The number of samples to generate");
+    SetParameterDescription("strategy.total.v", "The number of samples to generate");
+    SetMinimumParameterIntValue("strategy.total.v", 1);
+    SetDefaultParameterInt("strategy.total.v", 1000);
 
-    AddChoice("strategy.smallest","Set same number of samples for all classes, with the smallest class fully sampled");
-    SetParameterDescription("strategy.smallest","Set same number of samples for all classes, with the smallest class fully sampled");
+    AddChoice("strategy.smallest", "Set same number of samples for all classes, with the smallest class fully sampled");
+    SetParameterDescription("strategy.smallest",
+                            "Set same number of samples for all classes, with the smallest class fully sampled");
 
-    AddChoice("strategy.all","Take all samples");
-    SetParameterDescription("strategy.all","Take all samples");
+    AddChoice("strategy.all", "Take all samples");
+    SetParameterDescription("strategy.all", "Take all samples");
 
     // Default strategy : smallest
-    SetParameterString("strategy","constant");
+    SetParameterString("strategy", "constant");
 
     // Input no-data value
     AddParameter(ParameterType_Int, "nodata", "nodata value");
-    MandatoryOn                    ("nodata");
-    SetDefaultParameterInt         ("nodata", -1);
+    MandatoryOn("nodata");
+    SetDefaultParameterInt("nodata", -1);
 
     // Padding
     AddParameter(ParameterType_Int, "pad", "padding, in pixels");
-    SetDefaultParameterInt         ("pad", 0);
-    MandatoryOff                   ("pad");
+    SetDefaultParameterInt("pad", 0);
+    MandatoryOff("pad");
 
     // Output points
     AddParameter(ParameterType_OutputVectorData, "outvec", "output set of points");
@@ -139,19 +144,20 @@ public:
     SetDocExampleParameterValue("outvec", "terrain_truth_points_sel.sqlite");
 
     AddRAMParameter();
-
   }
 
 
-  void DoExecute()
+  void
+  DoExecute()
   {
 
     // Count the number of pixels in each class
     const LabelImageType::InternalPixelType MAX_NB_OF_CLASSES =
-        itk::NumericTraits<LabelImageType::InternalPixelType>::max();;
+      itk::NumericTraits<LabelImageType::InternalPixelType>::max();
+    ;
     LabelImageType::InternalPixelType class_begin = MAX_NB_OF_CLASSES;
     LabelImageType::InternalPixelType class_end = 0;
-    vnl_vector<IndexValueType> tmp_number_of_samples(MAX_NB_OF_CLASSES, 0);
+    vnl_vector<IndexValueType>        tmp_number_of_samples(MAX_NB_OF_CLASSES, 0);
 
     otbAppLogINFO("Computing number of pixels in each class");
 
@@ -161,10 +167,10 @@ public:
     m_StreamingManager->SetAvailableRAMInMB(GetParameterInt("ram"));
 
     // We pad the image, if this is requested by the user
-    LabelImageType::Pointer inputImage = GetParameterInt16Image("inref");
+    LabelImageType::Pointer    inputImage = GetParameterInt16Image("inref");
     LabelImageType::RegionType entireRegion = inputImage->GetLargestPossibleRegion();
     entireRegion.ShrinkByRadius(GetParameterInt("pad"));
-    m_StreamingManager->PrepareStreaming(inputImage, entireRegion );
+    m_StreamingManager->PrepareStreaming(inputImage, entireRegion);
 
     // Get nodata value
     const LabelImageType::InternalPixelType nodata = GetParameterInt("nodata");
@@ -175,7 +181,7 @@ public:
     {
       LabelImageType::RegionType streamRegion = m_StreamingManager->GetSplit(m_CurrentDivision);
       tf::PropagateRequestedRegion<LabelImageType>(inputImage, streamRegion);
-      itk::ImageRegionConstIterator<LabelImageType> inIt (inputImage, streamRegion);
+      itk::ImageRegionConstIterator<LabelImageType> inIt(inputImage, streamRegion);
       for (inIt.GoToBegin(); !inIt.IsAtEnd(); ++inIt)
       {
         LabelImageType::InternalPixelType pixVal = inIt.Get();
@@ -204,14 +210,13 @@ public:
     // Number of samples in each class (target)
     vnl_vector<IndexValueType> target_number_of_samples(number_of_classes, 0);
 
-    otbAppLogINFO( "Number of classes: " << number_of_classes <<
-        " starting from " << class_begin <<
-        " to " << class_end << " (no-data is " << nodata << ")");
-    otbAppLogINFO( "Number of pixels in each class: " << number_of_samples );
+    otbAppLogINFO("Number of classes: " << number_of_classes << " starting from " << class_begin << " to " << class_end
+                                        << " (no-data is " << nodata << ")");
+    otbAppLogINFO("Number of pixels in each class: " << number_of_samples);
 
     // Check the smallest number of samples amongst classes
     IndexValueType min_elem_in_class = itk::NumericTraits<IndexValueType>::max();
-    for (LabelImageType::InternalPixelType classIdx = 0 ; classIdx < number_of_classes ; classIdx++)
+    for (LabelImageType::InternalPixelType classIdx = 0; classIdx < number_of_classes; classIdx++)
       min_elem_in_class = std::min(min_elem_in_class, number_of_samples[classIdx]);
 
     // If one class is empty, throw an error
@@ -226,79 +231,73 @@ public:
     // Compute the sampling step for each classes, depending on the chosen strategy
     switch (this->GetParameterInt("strategy"))
     {
-    // constant
-    case 0:
-    {
-      // Set the target number of samples in each class
-      target_number_of_samples.fill(GetParameterInt("strategy.constant.nb"));
-
-      // re adjust the number of samples to select in each class
-      if (min_elem_in_class < target_number_of_samples[0])
-      {
-        otbAppLogWARNING("Smallest class has " << min_elem_in_class <<
-            " samples but a number of " << target_number_of_samples[0] <<
-            " is given. Using " << min_elem_in_class);
-        target_number_of_samples.fill( min_elem_in_class );
-      }
+      // constant
+      case 0: {
+        // Set the target number of samples in each class
+        target_number_of_samples.fill(GetParameterInt("strategy.constant.nb"));
 
-      // Compute the sampling step
-      for (LabelImageType::InternalPixelType classIdx = 0 ; classIdx < number_of_classes ; classIdx++)
-        step_for_class[classIdx] = number_of_samples[classIdx] / target_number_of_samples[classIdx];
-    }
-    break;
+        // re adjust the number of samples to select in each class
+        if (min_elem_in_class < target_number_of_samples[0])
+        {
+          otbAppLogWARNING("Smallest class has " << min_elem_in_class << " samples but a number of "
+                                                 << target_number_of_samples[0] << " is given. Using "
+                                                 << min_elem_in_class);
+          target_number_of_samples.fill(min_elem_in_class);
+        }
 
-    // total
-    case 1:
-    {
-      // Compute the sampling step
-      IndexValueType step = number_of_samples.sum() / this->GetParameterInt("strategy.total.v");
-      if (step == 0)
-      {
-        otbAppLogWARNING("The number of samples available is smaller than the required number of samples. " <<
-            "Setting sampling step to 1.");
-        step = 1;
+        // Compute the sampling step
+        for (LabelImageType::InternalPixelType classIdx = 0; classIdx < number_of_classes; classIdx++)
+          step_for_class[classIdx] = number_of_samples[classIdx] / target_number_of_samples[classIdx];
       }
-      step_for_class.fill(step);
-
-      // Compute the target number of samples
-      for (LabelImageType::InternalPixelType classIdx = 0 ; classIdx < number_of_classes ; classIdx++)
-        target_number_of_samples[classIdx] = number_of_samples[classIdx] / step;
+      break;
 
-    }
-    break;
+      // total
+      case 1: {
+        // Compute the sampling step
+        IndexValueType step = number_of_samples.sum() / this->GetParameterInt("strategy.total.v");
+        if (step == 0)
+        {
+          otbAppLogWARNING("The number of samples available is smaller than the required number of samples. "
+                           << "Setting sampling step to 1.");
+          step = 1;
+        }
+        step_for_class.fill(step);
 
-    // smallest
-    case 2:
-    {
-      // Set the target number of samples to the smallest class
-      target_number_of_samples.fill( min_elem_in_class );
+        // Compute the target number of samples
+        for (LabelImageType::InternalPixelType classIdx = 0; classIdx < number_of_classes; classIdx++)
+          target_number_of_samples[classIdx] = number_of_samples[classIdx] / step;
+      }
+      break;
 
-      // Compute the sampling step
-      for (LabelImageType::InternalPixelType classIdx = 0 ; classIdx < number_of_classes ; classIdx++)
-        step_for_class[classIdx] = number_of_samples[classIdx] / target_number_of_samples[classIdx];
+      // smallest
+      case 2: {
+        // Set the target number of samples to the smallest class
+        target_number_of_samples.fill(min_elem_in_class);
 
-    }
-    break;
+        // Compute the sampling step
+        for (LabelImageType::InternalPixelType classIdx = 0; classIdx < number_of_classes; classIdx++)
+          step_for_class[classIdx] = number_of_samples[classIdx] / target_number_of_samples[classIdx];
+      }
+      break;
 
-    // All
-    case 3:
-    {
-      // Easy
-      step_for_class.fill(1);
-      target_number_of_samples = number_of_samples;
-    }
-    break;
-    default:
-      otbAppLogFATAL("Strategy mode unknown :"<<this->GetParameterString("strategy"));
+      // All
+      case 3: {
+        // Easy
+        step_for_class.fill(1);
+        target_number_of_samples = number_of_samples;
+      }
       break;
+      default:
+        otbAppLogFATAL("Strategy mode unknown :" << this->GetParameterString("strategy"));
+        break;
     }
 
     // Print quick summary
     otbAppLogINFO("Sampling summary:");
     otbAppLogINFO("\tClass\tStep\tTot");
-    for (LabelImageType::InternalPixelType i = 0 ; i < number_of_classes ; i++)
+    for (LabelImageType::InternalPixelType i = 0; i < number_of_classes; i++)
     {
-      vnl_vector<int> tmp (3,0);
+      vnl_vector<int> tmp(3, 0);
       tmp[0] = i + class_begin;
       tmp[1] = step_for_class[i];
       tmp[2] = target_number_of_samples[i];
@@ -309,8 +308,8 @@ public:
     // TODO: how to pre-allocate the datatree?
     m_OutVectorData = VectorDataType::New();
     DataTreeType::Pointer tree = m_OutVectorData->GetDataTree();
-    DataNodePointer root = tree->GetRoot()->Get();
-    DataNodePointer document = DataNodeType::New();
+    DataNodePointer       root = tree->GetRoot()->Get();
+    DataNodePointer       document = DataNodeType::New();
     document->SetNodeType(DOCUMENT);
     tree->Add(document, root);
 
@@ -322,15 +321,15 @@ public:
     // Second iteration, to prepare the samples
     vnl_vector<IndexValueType> sampledCount(number_of_classes, 0);
     vnl_vector<IndexValueType> iteratorCount(number_of_classes, 0);
-    IndexValueType n_tot = 0;
-    const IndexValueType target_n_tot = target_number_of_samples.sum();
+    IndexValueType             n_tot = 0;
+    const IndexValueType       target_n_tot = target_number_of_samples.sum();
     for (int m_CurrentDivision = 0; m_CurrentDivision < m_NumberOfDivisions; m_CurrentDivision++)
     {
       LabelImageType::RegionType streamRegion = m_StreamingManager->GetSplit(m_CurrentDivision);
       tf::PropagateRequestedRegion<LabelImageType>(inputImage, streamRegion);
-      itk::ImageRegionConstIterator<LabelImageType> inIt (inputImage, streamRegion);
+      itk::ImageRegionConstIterator<LabelImageType> inIt(inputImage, streamRegion);
 
-      for (inIt.GoToBegin() ; !inIt.IsAtEnd() ; ++inIt)
+      for (inIt.GoToBegin(); !inIt.IsAtEnd(); ++inIt)
       {
         LabelImageType::InternalPixelType classVal = inIt.Get();
 
@@ -342,7 +341,7 @@ public:
           iteratorCount[classVal]++;
 
           // Every Xi samples (Xi is the step for class i)
-          if (iteratorCount[classVal] % ((int) step_for_class[classVal]) == 0 &&
+          if (iteratorCount[classVal] % ((int)step_for_class[classVal]) == 0 &&
               sampledCount[classVal] < target_number_of_samples[classVal])
           {
             // Add this sample
@@ -366,15 +365,14 @@ public:
           } // sample this one
         }
       } // next pixel
-    } // next streaming region
+    }   // next streaming region
     ShowProgressDone();
 
-    otbAppLogINFO( "Number of samples in each class: " << sampledCount );
+    otbAppLogINFO("Number of samples in each class: " << sampledCount);
 
-    otbAppLogINFO( "Writing output vector data");
+    otbAppLogINFO("Writing output vector data");
 
     SetParameterOutputVectorData("outvec", m_OutVectorData);
-
   }
 
 private:
@@ -382,7 +380,7 @@ private:
 
 }; // end of class
 
-} // end namespace wrapper
+} // namespace Wrapper
 } // end namespace otb
 
 OTB_APPLICATION_EXPORT(otb::Wrapper::LabelImageSampleSelection)
diff --git a/app/otbPatchesExtraction.cxx b/app/otbPatchesExtraction.cxx
index 7b0ce456..bcea8b90 100644
--- a/app/otbPatchesExtraction.cxx
+++ b/app/otbPatchesExtraction.cxx
@@ -33,10 +33,10 @@ class PatchesExtraction : public Application
 {
 public:
   /** Standard class typedefs. */
-  typedef PatchesExtraction                   Self;
-  typedef Application                         Superclass;
-  typedef itk::SmartPointer<Self>             Pointer;
-  typedef itk::SmartPointer<const Self>       ConstPointer;
+  typedef PatchesExtraction             Self;
+  typedef Application                   Superclass;
+  typedef itk::SmartPointer<Self>       Pointer;
+  typedef itk::SmartPointer<const Self> ConstPointer;
 
   /** Standard macro */
   itkNewMacro(Self);
@@ -46,21 +46,21 @@ public:
   typedef otb::TensorflowSampler<FloatVectorImageType, VectorDataType> SamplerType;
 
   /** Typedefs for image concatenation */
-  typedef TensorflowSource<FloatVectorImageType>                       TFSourceType;
+  typedef TensorflowSource<FloatVectorImageType> TFSourceType;
 
   //
   // Store stuff related to one source
   //
   struct SourceBundle
   {
-    TFSourceType                       m_ImageSource;   // Image source
-    FloatVectorImageType::SizeType     m_PatchSize;          // Patch size
+    TFSourceType                   m_ImageSource; // Image source
+    FloatVectorImageType::SizeType m_PatchSize;   // Patch size
 
-    std::string                        m_KeyIn;   // Key of input image list
-    std::string                        m_KeyOut;  // Key of output samples image
-    std::string                        m_KeyPszX; // Key for samples sizes X
-    std::string                        m_KeyPszY; // Key for samples sizes Y
-    std::string                        m_KeyNoData; // Key for no-data value
+    std::string m_KeyIn;     // Key of input image list
+    std::string m_KeyOut;    // Key of output samples image
+    std::string m_KeyPszX;   // Key for samples sizes X
+    std::string m_KeyPszY;   // Key for samples sizes Y
+    std::string m_KeyNoData; // Key for no-data value
 
     FloatVectorImageType::InternalPixelType m_NoDataValue; // No data value
   };
@@ -72,56 +72,57 @@ public:
   // -an output image (samples)
   // -an input patchsize (dimensions of samples)
   //
-  void AddAnInputImage()
+  void
+  AddAnInputImage()
   {
     // Number of source
     unsigned int inputNumber = m_Bundles.size() + 1;
 
     // Create keys and descriptions
-    std::stringstream ss_group_key, ss_desc_group, ss_key_in, ss_key_out, ss_desc_in,
-    ss_desc_out, ss_key_dims_x, ss_desc_dims_x, ss_key_dims_y, ss_desc_dims_y, ss_key_nodata, ss_desc_nodata;
-    ss_group_key   << "source"                    << inputNumber;
-    ss_desc_group  << "Parameters for source "    << inputNumber;
-    ss_key_out     << ss_group_key.str()          << ".out";
-    ss_desc_out    << "Output patches for image " << inputNumber;
-    ss_key_in      << ss_group_key.str()          << ".il";
-    ss_desc_in     << "Input image(s) "           << inputNumber;
-    ss_key_dims_x  << ss_group_key.str()          << ".patchsizex";
-    ss_desc_dims_x << "X patch size for image "   << inputNumber;
-    ss_key_dims_y  << ss_group_key.str()          << ".patchsizey";
-    ss_desc_dims_y << "Y patch size for image "   << inputNumber;
-    ss_key_nodata  << ss_group_key.str()          << ".nodata";
-    ss_desc_nodata << "No-data value for image "   << inputNumber << "(used only if \"usenodata\" is on)";
+    std::stringstream ss_group_key, ss_desc_group, ss_key_in, ss_key_out, ss_desc_in, ss_desc_out, ss_key_dims_x,
+      ss_desc_dims_x, ss_key_dims_y, ss_desc_dims_y, ss_key_nodata, ss_desc_nodata;
+    ss_group_key << "source" << inputNumber;
+    ss_desc_group << "Parameters for source " << inputNumber;
+    ss_key_out << ss_group_key.str() << ".out";
+    ss_desc_out << "Output patches for image " << inputNumber;
+    ss_key_in << ss_group_key.str() << ".il";
+    ss_desc_in << "Input image(s) " << inputNumber;
+    ss_key_dims_x << ss_group_key.str() << ".patchsizex";
+    ss_desc_dims_x << "X patch size for image " << inputNumber;
+    ss_key_dims_y << ss_group_key.str() << ".patchsizey";
+    ss_desc_dims_y << "Y patch size for image " << inputNumber;
+    ss_key_nodata << ss_group_key.str() << ".nodata";
+    ss_desc_nodata << "No-data value for image " << inputNumber << "(used only if \"usenodata\" is on)";
 
     // Populate group
-    AddParameter(ParameterType_Group,          ss_group_key.str(),  ss_desc_group.str());
-    AddParameter(ParameterType_InputImageList, ss_key_in.str(),     ss_desc_in.str() );
-    AddParameter(ParameterType_OutputImage,    ss_key_out.str(),    ss_desc_out.str());
-    AddParameter(ParameterType_Int,            ss_key_dims_x.str(), ss_desc_dims_x.str());
-    SetMinimumParameterIntValue               (ss_key_dims_x.str(), 1);
-    AddParameter(ParameterType_Int,            ss_key_dims_y.str(), ss_desc_dims_y.str());
-    SetMinimumParameterIntValue               (ss_key_dims_y.str(), 1);
-    AddParameter(ParameterType_Float,          ss_key_nodata.str(), ss_desc_nodata.str());
-    SetDefaultParameterFloat                  (ss_key_nodata.str(), 0);
+    AddParameter(ParameterType_Group, ss_group_key.str(), ss_desc_group.str());
+    AddParameter(ParameterType_InputImageList, ss_key_in.str(), ss_desc_in.str());
+    AddParameter(ParameterType_OutputImage, ss_key_out.str(), ss_desc_out.str());
+    AddParameter(ParameterType_Int, ss_key_dims_x.str(), ss_desc_dims_x.str());
+    SetMinimumParameterIntValue(ss_key_dims_x.str(), 1);
+    AddParameter(ParameterType_Int, ss_key_dims_y.str(), ss_desc_dims_y.str());
+    SetMinimumParameterIntValue(ss_key_dims_y.str(), 1);
+    AddParameter(ParameterType_Float, ss_key_nodata.str(), ss_desc_nodata.str());
+    SetDefaultParameterFloat(ss_key_nodata.str(), 0);
 
     // Add a new bundle
     SourceBundle bundle;
-    bundle.m_KeyIn   = ss_key_in.str();
-    bundle.m_KeyOut  = ss_key_out.str();
+    bundle.m_KeyIn = ss_key_in.str();
+    bundle.m_KeyOut = ss_key_out.str();
     bundle.m_KeyPszX = ss_key_dims_x.str();
     bundle.m_KeyPszY = ss_key_dims_y.str();
     bundle.m_KeyNoData = ss_key_nodata.str();
 
     m_Bundles.push_back(bundle);
-
   }
 
   //
   // Prepare bundles from the number of points
   //
-  void PrepareInputs()
+  void
+  PrepareInputs()
   {
-    for (auto& bundle: m_Bundles)
+    for (auto & bundle : m_Bundles)
     {
       // Create a stack of input images
       FloatVectorImageListType::Pointer list = GetParameterImageList(bundle.m_KeyIn);
@@ -136,26 +137,31 @@ public:
     }
   }
 
-  void DoInit()
+  void
+  DoInit()
   {
 
     // Documentation
     SetName("PatchesExtraction");
     SetDescription("This application extracts patches in multiple input images. Change "
-        "the " + tf::ENV_VAR_NAME_NSOURCES + " environment variable to set the number of "
-        "sources.");
-    SetDocLongDescription("The application takes an input vector layer which is a set of "
-        "points, typically the output of the \"SampleSelection\" or the \"LabelImageSampleSelection\" "
-        "application to sample patches in the input images (samples are centered on the points). "
-        "A \"source\" parameters group is composed of (i) an input image list (can be "
-        "one image e.g. high res. image, or multiple e.g. time series), (ii) the size "
-        "of the patches to sample, and (iii) the output images of patches which will "
-        "be generated at the end of the process. The example below show how to "
-        "set the samples sizes. For a SPOT6 image for instance, the patch size can "
-        "be 64x64 and for an input Sentinel-2 time series the patch size could be "
-        "1x1. Note that if a dimension size is not defined, the largest one will "
-        "be used (i.e. input image dimensions. The number of input sources can be changed "
-        "at runtime by setting the system environment variable " + tf::ENV_VAR_NAME_NSOURCES);
+                   "the " +
+                   tf::ENV_VAR_NAME_NSOURCES +
+                   " environment variable to set the number of "
+                   "sources.");
+    SetDocLongDescription(
+      "The application takes an input vector layer which is a set of "
+      "points, typically the output of the \"SampleSelection\" or the \"LabelImageSampleSelection\" "
+      "application to sample patches in the input images (samples are centered on the points). "
+      "A \"source\" parameters group is composed of (i) an input image list (can be "
+      "one image e.g. high res. image, or multiple e.g. time series), (ii) the size "
+      "of the patches to sample, and (iii) the output images of patches which will "
+      "be generated at the end of the process. The example below show how to "
+      "set the samples sizes. For a SPOT6 image for instance, the patch size can "
+      "be 64x64 and for an input Sentinel-2 time series the patch size could be "
+      "1x1. Note that if a dimension size is not defined, the largest one will "
+      "be used (i.e. input image dimensions. The number of input sources can be changed "
+      "at runtime by setting the system environment variable " +
+      tf::ENV_VAR_NAME_NSOURCES);
 
     SetDocAuthors("Remi Cresson");
 
@@ -163,36 +169,37 @@ public:
 
     // Input/output images
     AddAnInputImage();
-    for (int i = 1; i < tf::GetNumberOfSources() ; i++)
+    for (int i = 1; i < tf::GetNumberOfSources(); i++)
       AddAnInputImage();
 
     // Input vector data
-    AddParameter(ParameterType_InputVectorData, "vec", "Positions of the samples (must be in the same projection as input image)");
+    AddParameter(
+      ParameterType_InputVectorData, "vec", "Positions of the samples (must be in the same projection as input image)");
 
     // No data parameters
     AddParameter(ParameterType_Bool, "usenodata", "Reject samples that have no-data value");
-    MandatoryOff                    ("usenodata");
+    MandatoryOff("usenodata");
 
     // Output label
     AddParameter(ParameterType_OutputImage, "outlabels", "output labels");
-    SetDefaultOutputPixelType              ("outlabels", ImagePixelType_uint8);
-    MandatoryOff                           ("outlabels");
+    SetDefaultOutputPixelType("outlabels", ImagePixelType_uint8);
+    MandatoryOff("outlabels");
 
     // Class field
     AddParameter(ParameterType_String, "field", "field of class in the vector data");
 
     // Examples values
-    SetDocExampleParameterValue("vec",                "points.sqlite");
-    SetDocExampleParameterValue("source1.il",         "$s2_list");
+    SetDocExampleParameterValue("vec", "points.sqlite");
+    SetDocExampleParameterValue("source1.il", "$s2_list");
     SetDocExampleParameterValue("source1.patchsizex", "16");
     SetDocExampleParameterValue("source1.patchsizey", "16");
-    SetDocExampleParameterValue("field",              "class");
-    SetDocExampleParameterValue("source1.out",        "outpatches_16x16.tif");
-    SetDocExampleParameterValue("outlabels",          "outlabels.tif");
-
+    SetDocExampleParameterValue("field", "class");
+    SetDocExampleParameterValue("source1.out", "outpatches_16x16.tif");
+    SetDocExampleParameterValue("outlabels", "outlabels.tif");
   }
 
-  void DoExecute()
+  void
+  DoExecute()
   {
 
     PrepareInputs();
@@ -201,12 +208,12 @@ public:
     SamplerType::Pointer sampler = SamplerType::New();
     sampler->SetInputVectorData(GetParameterVectorData("vec"));
     sampler->SetField(GetParameterAsString("field"));
-    if (GetParameterInt("usenodata")==1)
-      {
+    if (GetParameterInt("usenodata") == 1)
+    {
       otbAppLogINFO("Rejecting samples that have at least one no-data value");
       sampler->SetRejectPatchesWithNodata(true);
-      }
-    for (auto& bundle: m_Bundles)
+    }
+    for (auto & bundle : m_Bundles)
     {
       sampler->PushBackInputWithPatchSize(bundle.m_ImageSource.Get(), bundle.m_PatchSize, bundle.m_NoDataValue);
     }
@@ -220,7 +227,7 @@ public:
     otbAppLogINFO("Number of samples rejected : " << sampler->GetNumberOfRejectedSamples());
 
     // Save patches image
-    for (unsigned int i = 0 ; i < m_Bundles.size() ; i++)
+    for (unsigned int i = 0; i < m_Bundles.size(); i++)
     {
       SetParameterOutputImage(m_Bundles[i].m_KeyOut, sampler->GetOutputPatchImages()[i]);
     }
@@ -231,20 +238,19 @@ public:
     {
       SetParameterOutputImage("outlabels", sampler->GetOutputLabelImage());
     }
-
-  }
-  
-  
-  void DoUpdateParameters()
-  {
   }
 
+
+  void
+  DoUpdateParameters()
+  {}
+
 private:
   std::vector<SourceBundle> m_Bundles;
 
 }; // end of class
 
-} // end namespace wrapper
+} // namespace Wrapper
 } // end namespace otb
 
 OTB_APPLICATION_EXPORT(otb::Wrapper::PatchesExtraction)
diff --git a/app/otbPatchesSelection.cxx b/app/otbPatchesSelection.cxx
index 5d8165a0..186a5828 100644
--- a/app/otbPatchesSelection.cxx
+++ b/app/otbPatchesSelection.cxx
@@ -32,16 +32,17 @@
 #include "itkImageRegionConstIteratorWithOnlyIndex.h"
 
 // Functor to retrieve nodata
-template<class TPixel, class OutputPixel>
+template <class TPixel, class OutputPixel>
 class IsNoData
 {
 public:
-  IsNoData(){}
-  ~IsNoData(){}
+  IsNoData() {}
+  ~IsNoData() {}
 
-  inline OutputPixel operator()( const TPixel & A ) const
+  inline OutputPixel
+  operator()(const TPixel & A) const
   {
-    for (unsigned int band = 0 ; band < A.Size() ; band++)
+    for (unsigned int band = 0; band < A.Size(); band++)
     {
       if (A[band] != m_NoDataValue)
         return 1;
@@ -49,7 +50,8 @@ public:
     return 0;
   }
 
-  void SetNoDataValue(typename TPixel::ValueType value)
+  void
+  SetNoDataValue(typename TPixel::ValueType value)
   {
     m_NoDataValue = value;
   }
@@ -68,47 +70,48 @@ class PatchesSelection : public Application
 {
 public:
   /** Standard class typedefs. */
-  typedef PatchesSelection                    Self;
-  typedef Application                         Superclass;
-  typedef itk::SmartPointer<Self>             Pointer;
-  typedef itk::SmartPointer<const Self>       ConstPointer;
+  typedef PatchesSelection              Self;
+  typedef Application                   Superclass;
+  typedef itk::SmartPointer<Self>       Pointer;
+  typedef itk::SmartPointer<const Self> ConstPointer;
 
   /** Standard macro */
   itkNewMacro(Self);
   itkTypeMacro(PatchesSelection, Application);
 
   /** Vector data typedefs */
-  typedef VectorDataType::DataTreeType                 DataTreeType;
-  typedef itk::PreOrderTreeIterator<DataTreeType>      TreeIteratorType;
-  typedef VectorDataType::DataNodeType                 DataNodeType;
-  typedef DataNodeType::Pointer                        DataNodePointer;
-  typedef DataNodeType::PointType                      DataNodePointType;
+  typedef VectorDataType::DataTreeType            DataTreeType;
+  typedef itk::PreOrderTreeIterator<DataTreeType> TreeIteratorType;
+  typedef VectorDataType::DataNodeType            DataNodeType;
+  typedef DataNodeType::Pointer                   DataNodePointer;
+  typedef DataNodeType::PointType                 DataNodePointType;
 
   /** typedefs */
-  typedef IsNoData<FloatVectorImageType::PixelType, UInt8ImageType::PixelType > IsNoDataFunctorType;
+  typedef IsNoData<FloatVectorImageType::PixelType, UInt8ImageType::PixelType>                    IsNoDataFunctorType;
   typedef itk::UnaryFunctorImageFilter<FloatVectorImageType, UInt8ImageType, IsNoDataFunctorType> IsNoDataFilterType;
 
-  typedef itk::FlatStructuringElement<2>                                         StructuringType;
-  typedef StructuringType::RadiusType                                            RadiusType;
+  typedef itk::FlatStructuringElement<2> StructuringType;
+  typedef StructuringType::RadiusType    RadiusType;
 
   typedef itk::BinaryErodeImageFilter<UInt8ImageType, UInt8ImageType, StructuringType> MorphoFilterType;
 
-  typedef otb::StreamingResampleImageFilter<UInt8ImageType,UInt8ImageType> PadFilterType;
-  typedef itk::NearestNeighborInterpolateImageFunction<UInt8ImageType> NNInterpolatorType;
+  typedef otb::StreamingResampleImageFilter<UInt8ImageType, UInt8ImageType> PadFilterType;
+  typedef itk::NearestNeighborInterpolateImageFunction<UInt8ImageType>      NNInterpolatorType;
 
   typedef tf::Distribution<UInt8ImageType> DistributionType;
 
   typedef itk::MaskImageFilter<UInt8ImageType, UInt8ImageType, UInt8ImageType> MaskImageFilterType;
 
-  void DoInit()
+  void
+  DoInit()
   {
 
     // Documentation
     SetName("PatchesSelection");
     SetDescription("This application generate points sampled at regular interval over "
-        "the input image region. The grid size and spacing can be configured.");
+                   "the input image region. The grid size and spacing can be configured.");
     SetDocLongDescription("This application produces a vector data containing "
-        "a set of points centered on the patches lying in the valid regions of the input image. ");
+                          "a set of points centered on the patches lying in the valid regions of the input image. ");
 
     SetDocAuthors("Remi Cresson");
 
@@ -119,123 +122,142 @@ public:
 
     // Input no-data value
     AddParameter(ParameterType_Float, "nodata", "nodata value");
-    MandatoryOn                      ("nodata");
-    SetDefaultParameterFloat         ("nodata", 0);
-    AddParameter(ParameterType_Bool,  "nocheck", "If on, no check on the validity of patches is performed");
-    MandatoryOff                     ("nocheck");
+    MandatoryOn("nodata");
+    SetDefaultParameterFloat("nodata", 0);
+    AddParameter(ParameterType_Bool, "nocheck", "If on, no check on the validity of patches is performed");
+    MandatoryOff("nocheck");
 
     // Grid
     AddParameter(ParameterType_Group, "grid", "grid settings");
     AddParameter(ParameterType_Int, "grid.step", "step between patches");
-    SetMinimumParameterIntValue    ("grid.step", 1);
+    SetMinimumParameterIntValue("grid.step", 1);
     AddParameter(ParameterType_Int, "grid.psize", "patches size");
-    SetMinimumParameterIntValue    ("grid.psize", 1);
+    SetMinimumParameterIntValue("grid.psize", 1);
     AddParameter(ParameterType_Int, "grid.offsetx", "offset of the grid (x axis)");
-    SetDefaultParameterInt         ("grid.offsetx", 0);
+    SetDefaultParameterInt("grid.offsetx", 0);
     AddParameter(ParameterType_Int, "grid.offsety", "offset of the grid (y axis)");
-    SetDefaultParameterInt         ("grid.offsety", 0);
+    SetDefaultParameterInt("grid.offsety", 0);
 
     // Strategy
     AddParameter(ParameterType_Choice, "strategy", "Selection strategy for validation/training patches");
     AddChoice("strategy.chessboard", "fifty fifty, like a chess board");
     AddChoice("strategy.balanced", "you can chose the degree of spatial randomness vs class balance");
-    AddParameter(ParameterType_Float, "strategy.balanced.sp", "Spatial proportion: between 0 and 1, "
-        "indicating the amount of randomly sampled data in space");
-    SetMinimumParameterFloatValue    ("strategy.balanced.sp", 0);
-    SetMaximumParameterFloatValue    ("strategy.balanced.sp", 1);
-    SetDefaultParameterFloat         ("strategy.balanced.sp", 0.25);
-    AddParameter(ParameterType_Int,   "strategy.balanced.nclasses", "Number of classes");
-    SetMinimumParameterIntValue      ("strategy.balanced.nclasses", 2);
-    MandatoryOn                      ("strategy.balanced.nclasses");
+    AddParameter(ParameterType_Float,
+                 "strategy.balanced.sp",
+                 "Spatial proportion: between 0 and 1, "
+                 "indicating the amount of randomly sampled data in space");
+    SetMinimumParameterFloatValue("strategy.balanced.sp", 0);
+    SetMaximumParameterFloatValue("strategy.balanced.sp", 1);
+    SetDefaultParameterFloat("strategy.balanced.sp", 0.25);
+    AddParameter(ParameterType_Int, "strategy.balanced.nclasses", "Number of classes");
+    SetMinimumParameterIntValue("strategy.balanced.nclasses", 2);
+    MandatoryOn("strategy.balanced.nclasses");
     AddParameter(ParameterType_InputImage, "strategy.balanced.labelimage", "input label image");
-    MandatoryOn                           ("strategy.balanced.labelimage");
+    MandatoryOn("strategy.balanced.labelimage");
 
     // Output points
     AddParameter(ParameterType_OutputVectorData, "outtrain", "output set of points (training)");
     AddParameter(ParameterType_OutputVectorData, "outvalid", "output set of points (validation)");
 
     AddRAMParameter();
-
   }
 
   class SampleBundle
   {
   public:
-    SampleBundle(){}
-    explicit SampleBundle(unsigned int nClasses): dist(DistributionType(nClasses)), id(0), black(true){
-      (void) point;
-      (void) index;
+    SampleBundle() {}
+    explicit SampleBundle(unsigned int nClasses)
+      : dist(DistributionType(nClasses))
+      , id(0)
+      , black(true)
+    {
+      (void)point;
+      (void)index;
     }
-    ~SampleBundle(){}
-
-    SampleBundle(const SampleBundle & other): dist(other.GetDistribution()), id(other.GetSampleID()),
-      point(other.GetPosition()), black(other.GetBlack()), index(other.GetIndex())
+    ~SampleBundle() {}
+
+    SampleBundle(const SampleBundle & other)
+      : dist(other.GetDistribution())
+      , id(other.GetSampleID())
+      , point(other.GetPosition())
+      , black(other.GetBlack())
+      , index(other.GetIndex())
     {}
 
-    DistributionType GetDistribution() const
+    DistributionType
+    GetDistribution() const
     {
       return dist;
     }
 
-    DistributionType& GetModifiableDistribution()
+    DistributionType &
+    GetModifiableDistribution()
     {
       return dist;
     }
 
-    unsigned int GetSampleID() const
+    unsigned int
+    GetSampleID() const
     {
       return id;
     }
 
-    unsigned int& GetModifiableSampleID()
+    unsigned int &
+    GetModifiableSampleID()
     {
       return id;
     }
 
-    DataNodePointType GetPosition() const
+    DataNodePointType
+    GetPosition() const
     {
       return point;
     }
 
-    DataNodePointType& GetModifiablePosition()
+    DataNodePointType &
+    GetModifiablePosition()
     {
       return point;
     }
 
-    bool& GetModifiableBlack()
+    bool &
+    GetModifiableBlack()
     {
       return black;
     }
 
-    bool GetBlack() const
+    bool
+    GetBlack() const
     {
       return black;
     }
 
-    UInt8ImageType::IndexType& GetModifiableIndex()
+    UInt8ImageType::IndexType &
+    GetModifiableIndex()
     {
       return index;
     }
 
-    UInt8ImageType::IndexType GetIndex() const
+    UInt8ImageType::IndexType
+    GetIndex() const
     {
       return index;
     }
 
   private:
-
-    DistributionType dist;
-    unsigned int id;
-    DataNodePointType point;
-    bool black;
+    DistributionType          dist;
+    unsigned int              id;
+    DataNodePointType         point;
+    bool                      black;
     UInt8ImageType::IndexType index;
   };
 
   /*
    * Apply the given function at each sampling location, checking if the patch is valid or not
    */
-  template<typename TLambda>
-  void Apply(TLambda lambda)
+  template <typename TLambda>
+  void
+  Apply(TLambda lambda)
   {
 
     int userOffX = GetParameterInt("grid.offsetx");
@@ -247,49 +269,49 @@ public:
 
     // Explicit streaming over the morphed mask, based on the RAM parameter
     typedef otb::RAMDrivenStrippedStreamingManager<UInt8ImageType> StreamingManagerType;
-    StreamingManagerType::Pointer m_StreamingManager = StreamingManagerType::New();
+    StreamingManagerType::Pointer                                  m_StreamingManager = StreamingManagerType::New();
     m_StreamingManager->SetAvailableRAMInMB(GetParameterInt("ram"));
 
     UInt8ImageType::Pointer inputImage;
-    bool readInput = true;
-    if (GetParameterInt("nocheck")==1)
-      {
+    bool                    readInput = true;
+    if (GetParameterInt("nocheck") == 1)
+    {
       otbAppLogINFO("\"nocheck\" mode is enabled. Input image pixels no-data values will not be checked.");
       if (HasValue("mask"))
-        {
+      {
         otbAppLogINFO("Using the provided \"mask\" parameter.");
         inputImage = GetParameterUInt8Image("mask");
-        }
+      }
       else
-        {
+      {
         // This is just a hack to not trigger the whole morpho/pad pipeline
         inputImage = m_NoDataFilter->GetOutput();
         readInput = false;
-        }
       }
+    }
     else
-      {
+    {
       inputImage = m_MorphoFilter->GetOutput();
 
       // Offset update because the morpho filter pads the input image with 1 pixel border
       userOffX += 1;
       userOffY += 1;
-      }
+    }
     UInt8ImageType::RegionType entireRegion = inputImage->GetLargestPossibleRegion();
     entireRegion.ShrinkByRadius(m_Radius);
-    m_StreamingManager->PrepareStreaming(inputImage, entireRegion );
+    m_StreamingManager->PrepareStreaming(inputImage, entireRegion);
     UInt8ImageType::IndexType start;
     start[0] = m_Radius[0] + 1;
     start[1] = m_Radius[1] + 1;
 
-    int m_NumberOfDivisions = m_StreamingManager->GetNumberOfSplits();
-    UInt8ImageType::IndexType pos;
+    int                            m_NumberOfDivisions = m_StreamingManager->GetNumberOfSplits();
+    UInt8ImageType::IndexType      pos;
     UInt8ImageType::IndexValueType step = GetParameterInt("grid.step");
     pos.Fill(0);
 
     // Offset update
-    userOffX %= step ;
-    userOffY %= step ;
+    userOffX %= step;
+    userOffY %= step;
 
     for (int m_CurrentDivision = 0; m_CurrentDivision < m_NumberOfDivisions; m_CurrentDivision++)
     {
@@ -297,7 +319,7 @@ public:
 
       UInt8ImageType::RegionType streamRegion = m_StreamingManager->GetSplit(m_CurrentDivision);
       tf::PropagateRequestedRegion<UInt8ImageType>(inputImage, streamRegion);
-      itk::ImageRegionConstIterator<UInt8ImageType> inIt (inputImage, streamRegion);
+      itk::ImageRegionConstIterator<UInt8ImageType> inIt(inputImage, streamRegion);
 
       for (inIt.GoToBegin(); !inIt.IsAtEnd(); ++inIt)
       {
@@ -333,7 +355,6 @@ public:
           }
         }
       }
-
     }
   }
 
@@ -345,21 +366,24 @@ public:
   {
     // Nb of samples (maximum)
     const UInt8ImageType::RegionType entireRegion = m_NoDataFilter->GetOutput()->GetLargestPossibleRegion();
-    const unsigned int maxNbOfCols = std::ceil(entireRegion.GetSize(0)/GetParameterInt("grid.step")) + 1;
-    const unsigned int maxNbOfRows = std::ceil(entireRegion.GetSize(1)/GetParameterInt("grid.step")) + 1;
-    unsigned int maxNbOfSamples = 1;
+    const unsigned int maxNbOfCols = std::ceil(entireRegion.GetSize(0) / GetParameterInt("grid.step")) + 1;
+    const unsigned int maxNbOfRows = std::ceil(entireRegion.GetSize(1) / GetParameterInt("grid.step")) + 1;
+    unsigned int       maxNbOfSamples = 1;
     maxNbOfSamples *= maxNbOfCols;
     maxNbOfSamples *= maxNbOfRows;
 
     // Nb of classes
-    SampleBundle initSB(nbOfClasses);
+    SampleBundle              initSB(nbOfClasses);
     std::vector<SampleBundle> bundles(maxNbOfSamples, initSB);
 
     return bundles;
   }
 
-  void SetBlackOrWhiteBundle(SampleBundle & bundle, unsigned int & count,
-      const UInt8ImageType::IndexType & pos, const UInt8ImageType::PointType & geo)
+  void
+  SetBlackOrWhiteBundle(SampleBundle &                    bundle,
+                        unsigned int &                    count,
+                        const UInt8ImageType::IndexType & pos,
+                        const UInt8ImageType::PointType & geo)
   {
     // Black or white
     bool black = ((pos[0] + pos[1]) % 2 == 0);
@@ -369,20 +393,20 @@ public:
     bundle.GetModifiableBlack() = black;
     bundle.GetModifiableIndex() = pos;
     count++;
-
   }
 
   /*
    * Samples are placed at regular intervals
    */
-  void SampleChessboard()
+  void
+  SampleChessboard()
   {
 
     std::vector<SampleBundle> bundles = AllocateSamples();
 
     unsigned int count = 0;
-    auto lambda = [this, &count, &bundles]
-                   (const UInt8ImageType::IndexType & pos, const UInt8ImageType::PointType & geo) {
+    auto         lambda = [this, &count, &bundles](const UInt8ImageType::IndexType & pos,
+                                           const UInt8ImageType::PointType & geo) {
       SetBlackOrWhiteBundle(bundles[count], count, pos, geo);
     };
 
@@ -393,7 +417,8 @@ public:
     PopulateVectorData(bundles);
   }
 
-  void SampleBalanced()
+  void
+  SampleBalanced()
   {
 
     // 1. Compute distribution of all samples
@@ -406,12 +431,13 @@ public:
     UInt8ImageType::SizeType patchSize;
     patchSize.Fill(GetParameterInt("grid.psize"));
     unsigned int count = 0;
-    auto lambda = [this, &bundles, &patchSize, &count]
-                   (const UInt8ImageType::IndexType & pos, const UInt8ImageType::PointType & geo) {
-
+    auto         lambda = [this, &bundles, &patchSize, &count](const UInt8ImageType::IndexType & pos,
+                                                       const UInt8ImageType::PointType & geo) {
       // Update this sample distribution
       if (tf::UpdateDistributionFromPatch<UInt8ImageType>(GetParameterUInt8Image("strategy.balanced.labelimage"),
-          geo, patchSize, bundles[count].GetModifiableDistribution()))
+                                                          geo,
+                                                          patchSize,
+                                                          bundles[count].GetModifiableDistribution()))
       {
         SetBlackOrWhiteBundle(bundles[count], count, pos, geo);
       }
@@ -420,7 +446,7 @@ public:
     Apply(lambda);
     bundles.resize(count);
 
-    otbAppLogINFO("Total number of candidates: " << count );
+    otbAppLogINFO("Total number of candidates: " << count);
 
     // 2. Seed = spatially random samples
 
@@ -430,13 +456,13 @@ public:
 
     otbAppLogINFO("Spatial sampling step " << samplingStep);
 
-    float step = 0;
+    float                     step = 0;
     std::vector<SampleBundle> seed(count);
     std::vector<SampleBundle> candidates(count);
 
     unsigned int seedCount = 0;
     unsigned int candidatesCount = 0;
-    for (auto& d: bundles)
+    for (auto & d : bundles)
     {
       if (d.GetIndex()[0] % samplingStep + d.GetIndex()[1] % samplingStep == 0)
       {
@@ -462,18 +488,19 @@ public:
 
     float removalRate = static_cast<float>(seedCount) / static_cast<float>(nbToRemove);
     float removalStep = 0;
-    auto removeSamples = [&removalStep, &removalRate](SampleBundle & b) -> bool {
-      (void) b;
+    auto  removeSamples = [&removalStep, &removalRate](SampleBundle & b) -> bool {
+      (void)b;
       bool ret = false;
       if (removalStep >= removalRate)
-        {
+      {
         removalStep = fmod(removalStep, removalRate);
         ret = true;
-        }
+      }
       else
         ret = false;
       removalStep++;
-      return ret;;
+      return ret;
+      ;
     };
     auto iterator = std::remove_if(seed.begin(), seed.end(), removeSamples);
     seed.erase(iterator, seed.end());
@@ -483,8 +510,8 @@ public:
     // 3. Compute seed distribution
 
     const unsigned int nbOfClasses = GetParameterInt("strategy.balanced.nclasses");
-    DistributionType seedDist(nbOfClasses);
-    for (auto& d: seed)
+    DistributionType   seedDist(nbOfClasses);
+    for (auto & d : seed)
       seedDist.Update(d.GetDistribution());
 
     otbAppLogINFO("Spatial seed distribution: " << seedDist.ToString());
@@ -494,16 +521,16 @@ public:
     otbAppLogINFO("Balance seed candidates size: " << candidates.size());
 
     // Sort by cos
-    auto comparator = [&seedDist](const SampleBundle & a, const SampleBundle & b) -> bool{
+    auto comparator = [&seedDist](const SampleBundle & a, const SampleBundle & b) -> bool {
       return a.GetDistribution().Cosinus(seedDist) > b.GetDistribution().Cosinus(seedDist);
     };
     sort(candidates.begin(), candidates.end(), comparator);
 
     DistributionType idealDist(nbOfClasses, 1.0 / std::sqrt(static_cast<float>(nbOfClasses)));
-    float minCos = 0;
-    unsigned int samplesAdded = 0;
-    seed.resize(seed.size()+candidates.size(), SampleBundle(nbOfClasses));
-    while(candidates.size() > 0)
+    float            minCos = 0;
+    unsigned int     samplesAdded = 0;
+    seed.resize(seed.size() + candidates.size(), SampleBundle(nbOfClasses));
+    while (candidates.size() > 0)
     {
       // Get the less correlated sample
       SampleBundle candidate = candidates.back();
@@ -535,22 +562,23 @@ public:
     PopulateVectorData(seed);
   }
 
-  void PopulateVectorData(const std::vector<SampleBundle> & samples)
+  void
+  PopulateVectorData(const std::vector<SampleBundle> & samples)
   {
     // Get data tree
     DataTreeType::Pointer treeTrain = m_OutVectorDataTrain->GetDataTree();
     DataTreeType::Pointer treeValid = m_OutVectorDataValid->GetDataTree();
-    DataNodePointer rootTrain = treeTrain->GetRoot()->Get();
-    DataNodePointer rootValid = treeValid->GetRoot()->Get();
-    DataNodePointer documentTrain = DataNodeType::New();
-    DataNodePointer documentValid = DataNodeType::New();
+    DataNodePointer       rootTrain = treeTrain->GetRoot()->Get();
+    DataNodePointer       rootValid = treeValid->GetRoot()->Get();
+    DataNodePointer       documentTrain = DataNodeType::New();
+    DataNodePointer       documentValid = DataNodeType::New();
     documentTrain->SetNodeType(DOCUMENT);
     documentValid->SetNodeType(DOCUMENT);
     treeTrain->Add(documentTrain, rootTrain);
     treeValid->Add(documentValid, rootValid);
 
     unsigned int id = 0;
-    for (const auto& sample: samples)
+    for (const auto & sample : samples)
     {
       // Add point to the VectorData tree
       DataNodePointer newDataNode = DataNodeType::New();
@@ -569,11 +597,11 @@ public:
         // Valid
         treeValid->Add(newDataNode, documentValid);
       }
-
     }
   }
 
-  void DoExecute()
+  void
+  DoExecute()
   {
     otbAppLogINFO("Grid step : " << this->GetParameterInt("grid.step"));
     otbAppLogINFO("Patch size : " << this->GetParameterInt("grid.psize"));
@@ -587,7 +615,7 @@ public:
 
     // If mask available, use it
     if (HasValue("mask"))
-      {
+    {
       if (GetParameterUInt8Image("mask")->GetLargestPossibleRegion().GetSize() !=
           GetParameterFloatVectorImage("in")->GetLargestPossibleRegion().GetSize())
         otbAppLogFATAL("Mask must have the same size as the input image!");
@@ -596,24 +624,24 @@ public:
       m_MaskImageFilter->SetMaskImage(GetParameterUInt8Image("mask"));
       m_MaskImageFilter->UpdateOutputInformation();
       src = m_MaskImageFilter->GetOutput();
-      }
+    }
 
     // Padding 1 pixel
     UInt8ImageType::SizeType size = src->GetLargestPossibleRegion().GetSize();
     size[0] += 2;
     size[1] += 2;
     UInt8ImageType::SpacingType spacing = src->GetSignedSpacing();
-    UInt8ImageType::PointType origin = src->GetOrigin();
+    UInt8ImageType::PointType   origin = src->GetOrigin();
     origin[0] -= spacing[0];
     origin[1] -= spacing[1];
     m_PadFilter = PadFilterType::New();
     NNInterpolatorType::Pointer nnInterpolator = NNInterpolatorType::New();
     m_PadFilter->SetInterpolator(nnInterpolator);
-    m_PadFilter->SetInput( src );
+    m_PadFilter->SetInput(src);
     m_PadFilter->SetOutputOrigin(origin);
     m_PadFilter->SetOutputSpacing(spacing);
     m_PadFilter->SetOutputSize(size);
-    m_PadFilter->SetEdgePaddingValue( 0 );
+    m_PadFilter->SetEdgePaddingValue(0);
     m_PadFilter->UpdateOutputInformation();
 
     // Morpho
@@ -646,17 +674,16 @@ public:
       SampleBalanced();
     }
 
-    otbAppLogINFO( "Writing output samples positions");
+    otbAppLogINFO("Writing output samples positions");
 
     SetParameterOutputVectorData("outtrain", m_OutVectorDataTrain);
     SetParameterOutputVectorData("outvalid", m_OutVectorDataValid);
-
   }
 
 
-  void DoUpdateParameters()
-  {
-  }
+  void
+  DoUpdateParameters()
+  {}
 
 private:
   RadiusType                   m_Radius;
@@ -668,7 +695,7 @@ private:
   MaskImageFilterType::Pointer m_MaskImageFilter;
 }; // end of class
 
-} // end namespace wrapper
+} // namespace Wrapper
 } // end namespace otb
 
-OTB_APPLICATION_EXPORT( otb::Wrapper::PatchesSelection )
+OTB_APPLICATION_EXPORT(otb::Wrapper::PatchesSelection)
diff --git a/app/otbTensorflowModelServe.cxx b/app/otbTensorflowModelServe.cxx
index 47a8c957..b9f74dfc 100644
--- a/app/otbTensorflowModelServe.cxx
+++ b/app/otbTensorflowModelServe.cxx
@@ -42,10 +42,10 @@ class TensorflowModelServe : public Application
 {
 public:
   /** Standard class typedefs. */
-  typedef TensorflowModelServe                       Self;
-  typedef Application                                Superclass;
-  typedef itk::SmartPointer<Self>                    Pointer;
-  typedef itk::SmartPointer<const Self>              ConstPointer;
+  typedef TensorflowModelServe          Self;
+  typedef Application                   Superclass;
+  typedef itk::SmartPointer<Self>       Pointer;
+  typedef itk::SmartPointer<const Self> ConstPointer;
 
   /** Standard macro */
   itkNewMacro(Self);
@@ -53,10 +53,10 @@ public:
 
   /** Typedefs for tensorflow */
   typedef otb::TensorflowMultisourceModelFilter<FloatVectorImageType, FloatVectorImageType> TFModelFilterType;
-  typedef otb::TensorflowSource<FloatVectorImageType> InputImageSource;
+  typedef otb::TensorflowSource<FloatVectorImageType>                                       InputImageSource;
 
   /** Typedef for streaming */
-  typedef otb::ImageRegionSquareTileSplitter<FloatVectorImageType::ImageDimension> TileSplitterType;
+  typedef otb::ImageRegionSquareTileSplitter<FloatVectorImageType::ImageDimension>  TileSplitterType;
   typedef otb::TensorflowStreamerFilter<FloatVectorImageType, FloatVectorImageType> StreamingFilterType;
 
   /** Typedefs for images */
@@ -83,152 +83,164 @@ public:
   // -an input image list
   // -an input patchsize (dimensions of samples)
   //
-  void AddAnInputImage()
+  void
+  AddAnInputImage()
   {
     // Number of source
     unsigned int inputNumber = m_Bundles.size() + 1;
 
     // Create keys and descriptions
-    std::stringstream ss_key_group, ss_desc_group,
-    ss_key_in, ss_desc_in,
-    ss_key_dims_x, ss_desc_dims_x,
-    ss_key_dims_y, ss_desc_dims_y,
-    ss_key_ph, ss_desc_ph;
+    std::stringstream ss_key_group, ss_desc_group, ss_key_in, ss_desc_in, ss_key_dims_x, ss_desc_dims_x, ss_key_dims_y,
+      ss_desc_dims_y, ss_key_ph, ss_desc_ph;
 
     // Parameter group key/description
-    ss_key_group  << "source"                  << inputNumber;
+    ss_key_group << "source" << inputNumber;
     ss_desc_group << "Parameters for source #" << inputNumber;
 
     // Parameter group keys
-    ss_key_in      << ss_key_group.str() << ".il";
-    ss_key_dims_x  << ss_key_group.str() << ".rfieldx";
-    ss_key_dims_y  << ss_key_group.str() << ".rfieldy";
-    ss_key_ph      << ss_key_group.str() << ".placeholder";
+    ss_key_in << ss_key_group.str() << ".il";
+    ss_key_dims_x << ss_key_group.str() << ".rfieldx";
+    ss_key_dims_y << ss_key_group.str() << ".rfieldy";
+    ss_key_ph << ss_key_group.str() << ".placeholder";
 
     // Parameter group descriptions
-    ss_desc_in     << "Input image (or list to stack) for source #" << inputNumber;
-    ss_desc_dims_x << "Input receptive field (width) for source #"  << inputNumber;
+    ss_desc_in << "Input image (or list to stack) for source #" << inputNumber;
+    ss_desc_dims_x << "Input receptive field (width) for source #" << inputNumber;
     ss_desc_dims_y << "Input receptive field (height) for source #" << inputNumber;
-    ss_desc_ph     << "Name of the input placeholder for source #"  << inputNumber;
+    ss_desc_ph << "Name of the input placeholder for source #" << inputNumber;
 
     // Populate group
-    AddParameter(ParameterType_Group,          ss_key_group.str(),  ss_desc_group.str());
-    AddParameter(ParameterType_InputImageList, ss_key_in.str(),     ss_desc_in.str() );
-    AddParameter(ParameterType_Int,            ss_key_dims_x.str(), ss_desc_dims_x.str());
-    SetMinimumParameterIntValue               (ss_key_dims_x.str(), 1);
-    SetDefaultParameterInt                    (ss_key_dims_x.str(), 1);
-    AddParameter(ParameterType_Int,            ss_key_dims_y.str(), ss_desc_dims_y.str());
-    SetMinimumParameterIntValue               (ss_key_dims_y.str(), 1);
-    SetDefaultParameterInt                    (ss_key_dims_y.str(), 1);
-    AddParameter(ParameterType_String,         ss_key_ph.str(),     ss_desc_ph.str());
-    MandatoryOff                              (ss_key_ph.str());
+    AddParameter(ParameterType_Group, ss_key_group.str(), ss_desc_group.str());
+    AddParameter(ParameterType_InputImageList, ss_key_in.str(), ss_desc_in.str());
+    AddParameter(ParameterType_Int, ss_key_dims_x.str(), ss_desc_dims_x.str());
+    SetMinimumParameterIntValue(ss_key_dims_x.str(), 1);
+    SetDefaultParameterInt(ss_key_dims_x.str(), 1);
+    AddParameter(ParameterType_Int, ss_key_dims_y.str(), ss_desc_dims_y.str());
+    SetMinimumParameterIntValue(ss_key_dims_y.str(), 1);
+    SetDefaultParameterInt(ss_key_dims_y.str(), 1);
+    AddParameter(ParameterType_String, ss_key_ph.str(), ss_desc_ph.str());
+    MandatoryOff(ss_key_ph.str());
 
     // Add a new bundle
     ProcessObjectsBundle bundle;
-    bundle.m_KeyIn     = ss_key_in.str();
-    bundle.m_KeyPszX   = ss_key_dims_x.str();
-    bundle.m_KeyPszY   = ss_key_dims_y.str();
+    bundle.m_KeyIn = ss_key_in.str();
+    bundle.m_KeyPszX = ss_key_dims_x.str();
+    bundle.m_KeyPszY = ss_key_dims_y.str();
     bundle.m_KeyPHName = ss_key_ph.str();
 
     m_Bundles.push_back(bundle);
-
   }
 
-  void DoInit()
+  void
+  DoInit()
   {
 
     // Documentation
     SetName("TensorflowModelServe");
-    SetDescription("Multisource deep learning classifier using TensorFlow. Change the "
-        + tf::ENV_VAR_NAME_NSOURCES + " environment variable to set the number of sources.");
+    SetDescription("Multisource deep learning classifier using TensorFlow. Change the " + tf::ENV_VAR_NAME_NSOURCES +
+                   " environment variable to set the number of sources.");
     SetDocLongDescription("The application run a TensorFlow model over multiple data sources. "
-        "The number of input sources can be changed at runtime by setting the system "
-        "environment variable " + tf::ENV_VAR_NAME_NSOURCES + ". For each source, you have to "
-        "set (1) the placeholder name, as named in the TensorFlow model, (2) the receptive "
-        "field and (3) the image(s) source. The output is a multiband image, stacking all "
-        "outputs tensors together: you have to specify (1) the names of the output tensors, as "
-        "named in the TensorFlow model (typically, an operator's output) and (2) the expression "
-        "field of each output tensor. The output tensors values will be stacked in the same "
-        "order as they appear in the \"model.output\" parameter (you can use a space separator "
-        "between names). You might consider to use extended filename to bypass the automatic "
-        "memory footprint calculator of the otb application engine, and set a good splitting "
-        "strategy (Square tiles is good for convolutional networks) or use the \"optim\" "
-        "parameter group to impose your squared tiles sizes");
+                          "The number of input sources can be changed at runtime by setting the system "
+                          "environment variable " +
+                          tf::ENV_VAR_NAME_NSOURCES +
+                          ". For each source, you have to "
+                          "set (1) the placeholder name, as named in the TensorFlow model, (2) the receptive "
+                          "field and (3) the image(s) source. The output is a multiband image, stacking all "
+                          "outputs tensors together: you have to specify (1) the names of the output tensors, as "
+                          "named in the TensorFlow model (typically, an operator's output) and (2) the expression "
+                          "field of each output tensor. The output tensors values will be stacked in the same "
+                          "order as they appear in the \"model.output\" parameter (you can use a space separator "
+                          "between names). You might consider to use extended filename to bypass the automatic "
+                          "memory footprint calculator of the otb application engine, and set a good splitting "
+                          "strategy (Square tiles is good for convolutional networks) or use the \"optim\" "
+                          "parameter group to impose your squared tiles sizes");
     SetDocAuthors("Remi Cresson");
 
     AddDocTag(Tags::Learning);
 
     // Input/output images
     AddAnInputImage();
-    for (int i = 1; i < tf::GetNumberOfSources() ; i++)
+    for (int i = 1; i < tf::GetNumberOfSources(); i++)
       AddAnInputImage();
 
     // Input model
-    AddParameter(ParameterType_Group,         "model",           "model parameters");
-    AddParameter(ParameterType_Directory,     "model.dir",       "TensorFlow SavedModel directory");
-    MandatoryOn                              ("model.dir");
-    SetParameterDescription                  ("model.dir", "The model directory should contains the model Google Protobuf (.pb) and variables");
-
-    AddParameter(ParameterType_StringList,    "model.userplaceholders",    "Additional single-valued placeholders. Supported types: int, float, bool.");
-    MandatoryOff                             ("model.userplaceholders");
-    SetParameterDescription                  ("model.userplaceholders", "Syntax to use is \"placeholder_1=value_1 ... placeholder_N=value_N\"");
-    AddParameter(ParameterType_Bool,          "model.fullyconv", "Fully convolutional");
-    MandatoryOff                             ("model.fullyconv");
-    AddParameter(ParameterType_StringList,    "model.tagsets",    "Which tags (i.e. v1.MetaGraphDefs) to load from the saved model. Currently, only one tag is supported. Can be retrieved by running `saved_model_cli  show --dir your_model_dir --all`");
-    MandatoryOff                             ("model.tagsets");
+    AddParameter(ParameterType_Group, "model", "model parameters");
+    AddParameter(ParameterType_Directory, "model.dir", "TensorFlow SavedModel directory");
+    MandatoryOn("model.dir");
+    SetParameterDescription("model.dir",
+                            "The model directory should contains the model Google Protobuf (.pb) and variables");
+
+    AddParameter(ParameterType_StringList,
+                 "model.userplaceholders",
+                 "Additional single-valued placeholders. Supported types: int, float, bool.");
+    MandatoryOff("model.userplaceholders");
+    SetParameterDescription("model.userplaceholders",
+                            "Syntax to use is \"placeholder_1=value_1 ... placeholder_N=value_N\"");
+    AddParameter(ParameterType_Bool, "model.fullyconv", "Fully convolutional");
+    MandatoryOff("model.fullyconv");
+    AddParameter(ParameterType_StringList,
+                 "model.tagsets",
+                 "Which tags (i.e. v1.MetaGraphDefs) to load from the saved model. Currently, only one tag is "
+                 "supported. Can be retrieved by running `saved_model_cli  show --dir your_model_dir --all`");
+    MandatoryOff("model.tagsets");
 
     // Output tensors parameters
-    AddParameter(ParameterType_Group,         "output",          "Output tensors parameters");
-    AddParameter(ParameterType_Float,         "output.spcscale", "The output spacing scale, related to the first input");
-    SetDefaultParameterFloat                 ("output.spcscale", 1.0);
-    SetParameterDescription                  ("output.spcscale", "The output image size/scale and spacing*scale where size and spacing corresponds to the first input");
-    AddParameter(ParameterType_StringList,    "output.names",    "Names of the output tensors");
-    MandatoryOff                            ("output.names");
+    AddParameter(ParameterType_Group, "output", "Output tensors parameters");
+    AddParameter(ParameterType_Float, "output.spcscale", "The output spacing scale, related to the first input");
+    SetDefaultParameterFloat("output.spcscale", 1.0);
+    SetParameterDescription(
+      "output.spcscale",
+      "The output image size/scale and spacing*scale where size and spacing corresponds to the first input");
+    AddParameter(ParameterType_StringList, "output.names", "Names of the output tensors");
+    MandatoryOff("output.names");
 
     // Output Field of Expression
-    AddParameter(ParameterType_Int,           "output.efieldx", "The output expression field (width)");
-    SetMinimumParameterIntValue              ("output.efieldx", 1);
-    SetDefaultParameterInt                   ("output.efieldx", 1);
-    MandatoryOn                              ("output.efieldx");
-    AddParameter(ParameterType_Int,           "output.efieldy", "The output expression field (height)");
-    SetMinimumParameterIntValue              ("output.efieldy", 1);
-    SetDefaultParameterInt                   ("output.efieldy", 1);
-    MandatoryOn                              ("output.efieldy");
+    AddParameter(ParameterType_Int, "output.efieldx", "The output expression field (width)");
+    SetMinimumParameterIntValue("output.efieldx", 1);
+    SetDefaultParameterInt("output.efieldx", 1);
+    MandatoryOn("output.efieldx");
+    AddParameter(ParameterType_Int, "output.efieldy", "The output expression field (height)");
+    SetMinimumParameterIntValue("output.efieldy", 1);
+    SetDefaultParameterInt("output.efieldy", 1);
+    MandatoryOn("output.efieldy");
 
     // Fine tuning
-    AddParameter(ParameterType_Group,         "optim" , "This group of parameters allows optimization of processing time");
-    AddParameter(ParameterType_Bool,          "optim.disabletiling", "Disable tiling");
-    MandatoryOff                             ("optim.disabletiling");
-    SetParameterDescription                  ("optim.disabletiling", "Tiling avoids to process a too large subset of image, but sometimes it can be useful to disable it");
-    AddParameter(ParameterType_Int,           "optim.tilesizex", "Tile width used to stream the filter output");
-    SetMinimumParameterIntValue              ("optim.tilesizex", 1);
-    SetDefaultParameterInt                   ("optim.tilesizex", 16);
-    AddParameter(ParameterType_Int,           "optim.tilesizey", "Tile height used to stream the filter output");
-    SetMinimumParameterIntValue              ("optim.tilesizey", 1);
-    SetDefaultParameterInt                   ("optim.tilesizey", 16);
+    AddParameter(ParameterType_Group, "optim", "This group of parameters allows optimization of processing time");
+    AddParameter(ParameterType_Bool, "optim.disabletiling", "Disable tiling");
+    MandatoryOff("optim.disabletiling");
+    SetParameterDescription(
+      "optim.disabletiling",
+      "Tiling avoids to process a too large subset of image, but sometimes it can be useful to disable it");
+    AddParameter(ParameterType_Int, "optim.tilesizex", "Tile width used to stream the filter output");
+    SetMinimumParameterIntValue("optim.tilesizex", 1);
+    SetDefaultParameterInt("optim.tilesizex", 16);
+    AddParameter(ParameterType_Int, "optim.tilesizey", "Tile height used to stream the filter output");
+    SetMinimumParameterIntValue("optim.tilesizey", 1);
+    SetDefaultParameterInt("optim.tilesizey", 16);
 
     // Output image
     AddParameter(ParameterType_OutputImage, "out", "output image");
 
     // Example
-    SetDocExampleParameterValue("source1.il",             "spot6pms.tif");
-    SetDocExampleParameterValue("source1.placeholder",    "x1");
-    SetDocExampleParameterValue("source1.rfieldx",        "16");
-    SetDocExampleParameterValue("source1.rfieldy",        "16");
-    SetDocExampleParameterValue("model.dir",              "/tmp/my_saved_model/");
+    SetDocExampleParameterValue("source1.il", "spot6pms.tif");
+    SetDocExampleParameterValue("source1.placeholder", "x1");
+    SetDocExampleParameterValue("source1.rfieldx", "16");
+    SetDocExampleParameterValue("source1.rfieldy", "16");
+    SetDocExampleParameterValue("model.dir", "/tmp/my_saved_model/");
     SetDocExampleParameterValue("model.userplaceholders", "is_training=false dropout=0.0");
-    SetDocExampleParameterValue("output.names",           "out_predict1 out_proba1");
-    SetDocExampleParameterValue("out",                    "\"classif128tgt.tif?&streaming:type=tiled&streaming:sizemode=height&streaming:sizevalue=256\"");
-
+    SetDocExampleParameterValue("output.names", "out_predict1 out_proba1");
+    SetDocExampleParameterValue(
+      "out", "\"classif128tgt.tif?&streaming:type=tiled&streaming:sizemode=height&streaming:sizevalue=256\"");
   }
 
   //
   // Prepare bundles from the number of points
   //
-  void PrepareInputs()
+  void
+  PrepareInputs()
   {
 
-    for (auto& bundle: m_Bundles)
+    for (auto & bundle : m_Bundles)
     {
       // Setting the image source
       FloatVectorImageListType::Pointer list = GetParameterImageList(bundle.m_KeyIn);
@@ -238,12 +250,13 @@ public:
       bundle.m_PatchSize[1] = GetParameterInt(bundle.m_KeyPszY);
 
       otbAppLogINFO("Source info :");
-      otbAppLogINFO("Receptive field  : " << bundle.m_PatchSize  );
+      otbAppLogINFO("Receptive field  : " << bundle.m_PatchSize);
       otbAppLogINFO("Placeholder name : " << bundle.m_Placeholder);
     }
   }
 
-  void DoExecute()
+  void
+  DoExecute()
   {
 
     // Load the Tensorflow bundle
@@ -261,8 +274,8 @@ public:
 
     // Get user placeholders
     TFModelFilterType::StringList expressions = GetParameterStringList("model.userplaceholders");
-    TFModelFilterType::DictType dict;
-    for (auto& exp: expressions)
+    TFModelFilterType::DictType   dict;
+    for (auto & exp : expressions)
     {
       TFModelFilterType::DictElementType entry = tf::ExpressionToTensor(exp);
       dict.push_back(entry);
@@ -272,13 +285,13 @@ public:
     m_TFFilter->SetUserPlaceholders(dict);
 
     // Input sources
-    for (auto& bundle: m_Bundles)
+    for (auto & bundle : m_Bundles)
     {
       m_TFFilter->PushBackInputTensorBundle(bundle.m_Placeholder, bundle.m_PatchSize, bundle.m_ImageSource.Get());
     }
 
     // Fully convolutional mode on/off
-    if (GetParameterInt("model.fullyconv")==1)
+    if (GetParameterInt("model.fullyconv") == 1)
     {
       otbAppLogINFO("The TensorFlow model is used in fully convolutional mode");
       m_TFFilter->SetFullyConvolutional(true);
@@ -288,7 +301,7 @@ public:
     FloatVectorImageType::SizeType foe;
     foe[0] = GetParameterInt("output.efieldx");
     foe[1] = GetParameterInt("output.efieldy");
-    m_TFFilter->SetOutputExpressionFields({foe});
+    m_TFFilter->SetOutputExpressionFields({ foe });
 
     otbAppLogINFO("Output field of expression: " << m_TFFilter->GetOutputExpressionFields()[0]);
 
@@ -301,22 +314,22 @@ public:
       tileSize[1] = GetParameterInt("optim.tilesizey");
 
       // Check that the tile size is aligned to the field of expression
-      for (unsigned int i = 0 ; i < FloatVectorImageType::ImageDimension ; i++)
+      for (unsigned int i = 0; i < FloatVectorImageType::ImageDimension; i++)
         if (tileSize[i] % foe[i] != 0)
-          {
+        {
           SizeType::SizeValueType newSize = 1 + std::floor(tileSize[i] / foe[i]);
           newSize *= foe[i];
 
           otbAppLogWARNING("Aligning the tiling to the output expression field "
-              << "for better performances (dim " << i << "). New value set to " << newSize)
+                           << "for better performances (dim " << i << "). New value set to " << newSize)
 
-          tileSize[i] = newSize;
-          }
+            tileSize[i] = newSize;
+        }
 
       otbAppLogINFO("Force tiling with squared tiles of " << tileSize)
 
-      // Force the computation tile by tile
-      m_StreamFilter = StreamingFilterType::New();
+        // Force the computation tile by tile
+        m_StreamFilter = StreamingFilterType::New();
       m_StreamFilter->SetOutputGridSize(tileSize);
       m_StreamFilter->SetInput(m_TFFilter->GetOutput());
 
@@ -328,14 +341,13 @@ public:
       SetParameterOutputImage("out", m_TFFilter->GetOutput());
     }
   }
-  
 
-  void DoUpdateParameters()
-  {
-  }
 
-private:
+  void
+  DoUpdateParameters()
+  {}
 
+private:
   TFModelFilterType::Pointer   m_TFFilter;
   StreamingFilterType::Pointer m_StreamFilter;
   tensorflow::SavedModelBundle m_SavedModel; // must be alive during all the execution of the application !
@@ -344,7 +356,7 @@ private:
 
 }; // end of class
 
-} // namespace wrapper
+} // namespace Wrapper
 } // namespace otb
 
-OTB_APPLICATION_EXPORT( otb::Wrapper::TensorflowModelServe )
+OTB_APPLICATION_EXPORT(otb::Wrapper::TensorflowModelServe)
diff --git a/app/otbTensorflowModelTrain.cxx b/app/otbTensorflowModelTrain.cxx
index e7901998..f5a420a9 100644
--- a/app/otbTensorflowModelTrain.cxx
+++ b/app/otbTensorflowModelTrain.cxx
@@ -42,12 +42,11 @@ namespace Wrapper
 class TensorflowModelTrain : public Application
 {
 public:
-
   /** Standard class typedefs. */
-  typedef TensorflowModelTrain                       Self;
-  typedef Application                                Superclass;
-  typedef itk::SmartPointer<Self>                    Pointer;
-  typedef itk::SmartPointer<const Self>              ConstPointer;
+  typedef TensorflowModelTrain          Self;
+  typedef Application                   Superclass;
+  typedef itk::SmartPointer<Self>       Pointer;
+  typedef itk::SmartPointer<const Self> ConstPointer;
 
   /** Standard macro */
   itkNewMacro(Self);
@@ -77,8 +76,8 @@ public:
     std::string m_KeyInForValid;     // Key of input image list (validation)
     std::string m_KeyPHNameForTrain; // Key for placeholder name in the TensorFlow model (training)
     std::string m_KeyPHNameForValid; // Key for placeholder name in the TensorFlow model (validation)
-    std::string m_KeyPszX;   // Key for samples sizes X
-    std::string m_KeyPszY;   // Key for samples sizes Y
+    std::string m_KeyPszX;           // Key for samples sizes X
+    std::string m_KeyPszY;           // Key for samples sizes Y
   };
 
   /** Typedefs for the app */
@@ -86,9 +85,9 @@ public:
   typedef std::vector<FloatVectorImageType::SizeType> SizeList;
   typedef std::vector<std::string>                    StringList;
 
-  void DoUpdateParameters()
-  {
-  }
+  void
+  DoUpdateParameters()
+  {}
 
   //
   // Add an input source, which includes:
@@ -98,151 +97,161 @@ public:
   // -an input image placeholder (for validation)
   // -an input patchsize, which is the dimensions of samples. Same for training and validation.
   //
-  void AddAnInputImage()
+  void
+  AddAnInputImage()
   {
     // Number of source
     unsigned int inputNumber = m_Bundles.size() + 1;
 
     // Create keys and descriptions
-    std::stringstream ss_key_tr_group, ss_desc_tr_group,
-    ss_key_val_group, ss_desc_val_group,
-    ss_key_tr_in, ss_desc_tr_in,
-    ss_key_val_in, ss_desc_val_in,
-    ss_key_dims_x, ss_desc_dims_x,
-    ss_key_dims_y, ss_desc_dims_y,
-    ss_key_tr_ph, ss_desc_tr_ph,
-    ss_key_val_ph, ss_desc_val_ph;
+    std::stringstream ss_key_tr_group, ss_desc_tr_group, ss_key_val_group, ss_desc_val_group, ss_key_tr_in,
+      ss_desc_tr_in, ss_key_val_in, ss_desc_val_in, ss_key_dims_x, ss_desc_dims_x, ss_key_dims_y, ss_desc_dims_y,
+      ss_key_tr_ph, ss_desc_tr_ph, ss_key_val_ph, ss_desc_val_ph;
 
     // Parameter group key/description
-    ss_key_tr_group   << "training.source"         << inputNumber;
-    ss_key_val_group  << "validation.source"       << inputNumber;
-    ss_desc_tr_group  << "Parameters for source #" << inputNumber << " (training)";
+    ss_key_tr_group << "training.source" << inputNumber;
+    ss_key_val_group << "validation.source" << inputNumber;
+    ss_desc_tr_group << "Parameters for source #" << inputNumber << " (training)";
     ss_desc_val_group << "Parameters for source #" << inputNumber << " (validation)";
 
     // Parameter group keys
-    ss_key_tr_in   << ss_key_tr_group.str()  << ".il";
-    ss_key_val_in  << ss_key_val_group.str() << ".il";
-    ss_key_dims_x  << ss_key_tr_group.str()  << ".patchsizex";
-    ss_key_dims_y  << ss_key_tr_group.str()  << ".patchsizey";
-    ss_key_tr_ph   << ss_key_tr_group.str()  << ".placeholder";
-    ss_key_val_ph  << ss_key_val_group.str() << ".name";
+    ss_key_tr_in << ss_key_tr_group.str() << ".il";
+    ss_key_val_in << ss_key_val_group.str() << ".il";
+    ss_key_dims_x << ss_key_tr_group.str() << ".patchsizex";
+    ss_key_dims_y << ss_key_tr_group.str() << ".patchsizey";
+    ss_key_tr_ph << ss_key_tr_group.str() << ".placeholder";
+    ss_key_val_ph << ss_key_val_group.str() << ".name";
 
     // Parameter group descriptions
-    ss_desc_tr_in  << "Input image (or list to stack) for source #" << inputNumber << " (training)";
+    ss_desc_tr_in << "Input image (or list to stack) for source #" << inputNumber << " (training)";
     ss_desc_val_in << "Input image (or list to stack) for source #" << inputNumber << " (validation)";
-    ss_desc_dims_x << "Patch size (x) for source #"                 << inputNumber;
-    ss_desc_dims_y << "Patch size (y) for source #"                 << inputNumber;
-    ss_desc_tr_ph  << "Name of the input placeholder for source #"  << inputNumber << " (training)";
+    ss_desc_dims_x << "Patch size (x) for source #" << inputNumber;
+    ss_desc_dims_y << "Patch size (y) for source #" << inputNumber;
+    ss_desc_tr_ph << "Name of the input placeholder for source #" << inputNumber << " (training)";
     ss_desc_val_ph << "Name of the input placeholder "
-        "or output tensor for source #"                             << inputNumber << " (validation)";
+                      "or output tensor for source #"
+                   << inputNumber << " (validation)";
 
     // Populate group
-    AddParameter(ParameterType_Group,          ss_key_tr_group.str(),  ss_desc_tr_group.str());
-    AddParameter(ParameterType_InputImageList, ss_key_tr_in.str(),     ss_desc_tr_in.str() );
-    AddParameter(ParameterType_Int,            ss_key_dims_x.str(),    ss_desc_dims_x.str());
-    SetMinimumParameterIntValue               (ss_key_dims_x.str(),    1);
-    AddParameter(ParameterType_Int,            ss_key_dims_y.str(),    ss_desc_dims_y.str());
-    SetMinimumParameterIntValue               (ss_key_dims_y.str(),    1);
-    AddParameter(ParameterType_String,         ss_key_tr_ph.str(),     ss_desc_tr_ph.str());
-    AddParameter(ParameterType_Group,          ss_key_val_group.str(), ss_desc_val_group.str());
-    AddParameter(ParameterType_InputImageList, ss_key_val_in.str(),    ss_desc_val_in.str() );
-    AddParameter(ParameterType_String,         ss_key_val_ph.str(),    ss_desc_val_ph.str());
+    AddParameter(ParameterType_Group, ss_key_tr_group.str(), ss_desc_tr_group.str());
+    AddParameter(ParameterType_InputImageList, ss_key_tr_in.str(), ss_desc_tr_in.str());
+    AddParameter(ParameterType_Int, ss_key_dims_x.str(), ss_desc_dims_x.str());
+    SetMinimumParameterIntValue(ss_key_dims_x.str(), 1);
+    AddParameter(ParameterType_Int, ss_key_dims_y.str(), ss_desc_dims_y.str());
+    SetMinimumParameterIntValue(ss_key_dims_y.str(), 1);
+    AddParameter(ParameterType_String, ss_key_tr_ph.str(), ss_desc_tr_ph.str());
+    AddParameter(ParameterType_Group, ss_key_val_group.str(), ss_desc_val_group.str());
+    AddParameter(ParameterType_InputImageList, ss_key_val_in.str(), ss_desc_val_in.str());
+    AddParameter(ParameterType_String, ss_key_val_ph.str(), ss_desc_val_ph.str());
 
     // Add a new bundle
     ProcessObjectsBundle bundle;
-    bundle.m_KeyInForTrain     = ss_key_tr_in.str();
-    bundle.m_KeyInForValid     = ss_key_val_in.str();
+    bundle.m_KeyInForTrain = ss_key_tr_in.str();
+    bundle.m_KeyInForValid = ss_key_val_in.str();
     bundle.m_KeyPHNameForTrain = ss_key_tr_ph.str();
     bundle.m_KeyPHNameForValid = ss_key_val_ph.str();
-    bundle.m_KeyPszX           = ss_key_dims_x.str();
-    bundle.m_KeyPszY           = ss_key_dims_y.str();
+    bundle.m_KeyPszX = ss_key_dims_x.str();
+    bundle.m_KeyPszY = ss_key_dims_y.str();
 
     m_Bundles.push_back(bundle);
   }
 
-  void DoInit()
+  void
+  DoInit()
   {
 
     // Documentation
     SetName("TensorflowModelTrain");
     SetDescription("Train a multisource deep learning net using Tensorflow. Change "
-        "the " + tf::ENV_VAR_NAME_NSOURCES + " environment variable to set the number of "
-        "sources.");
+                   "the " +
+                   tf::ENV_VAR_NAME_NSOURCES +
+                   " environment variable to set the number of "
+                   "sources.");
     SetDocLongDescription("The application trains a Tensorflow model over multiple data sources. "
-        "The number of input sources can be changed at runtime by setting the "
-        "system environment variable " + tf::ENV_VAR_NAME_NSOURCES + ". "
-        "For each source, you have to set (1) the tensor placeholder name, as named in "
-        "the tensorflow model, (2) the patch size and (3) the image(s) source. ");
+                          "The number of input sources can be changed at runtime by setting the "
+                          "system environment variable " +
+                          tf::ENV_VAR_NAME_NSOURCES +
+                          ". "
+                          "For each source, you have to set (1) the tensor placeholder name, as named in "
+                          "the tensorflow model, (2) the patch size and (3) the image(s) source. ");
     SetDocAuthors("Remi Cresson");
 
     AddDocTag(Tags::Learning);
 
     // Input model
-    AddParameter(ParameterType_Group,       "model",              "Model parameters");
-    AddParameter(ParameterType_Directory,   "model.dir",          "Tensorflow model_save directory");
-    MandatoryOn                            ("model.dir");
-    AddParameter(ParameterType_String,      "model.restorefrom",  "Restore model from path");
-    MandatoryOff                           ("model.restorefrom");
-    AddParameter(ParameterType_String,      "model.saveto",       "Save model to path");
-    MandatoryOff                           ("model.saveto");
-    AddParameter(ParameterType_StringList,  "model.tagsets",    "Which tags (i.e. v1.MetaGraphDefs) to load from the saved model. Currently, only one tag is supported. Can be retrieved by running `saved_model_cli  show --dir your_model_dir --all`");
-    MandatoryOff                           ("model.tagsets");
+    AddParameter(ParameterType_Group, "model", "Model parameters");
+    AddParameter(ParameterType_Directory, "model.dir", "Tensorflow model_save directory");
+    MandatoryOn("model.dir");
+    AddParameter(ParameterType_String, "model.restorefrom", "Restore model from path");
+    MandatoryOff("model.restorefrom");
+    AddParameter(ParameterType_String, "model.saveto", "Save model to path");
+    MandatoryOff("model.saveto");
+    AddParameter(ParameterType_StringList,
+                 "model.tagsets",
+                 "Which tags (i.e. v1.MetaGraphDefs) to load from the saved model. Currently, only one tag is "
+                 "supported. Can be retrieved by running `saved_model_cli  show --dir your_model_dir --all`");
+    MandatoryOff("model.tagsets");
 
     // Training parameters group
-    AddParameter(ParameterType_Group,       "training",           "Training parameters");
-    AddParameter(ParameterType_Int,         "training.batchsize", "Batch size");
-    SetMinimumParameterIntValue            ("training.batchsize", 1);
-    SetDefaultParameterInt                 ("training.batchsize", 100);
-    AddParameter(ParameterType_Int,         "training.epochs",    "Number of epochs");
-    SetMinimumParameterIntValue            ("training.epochs",    1);
-    SetDefaultParameterInt                 ("training.epochs",    100);
-    AddParameter(ParameterType_StringList,  "training.userplaceholders",
+    AddParameter(ParameterType_Group, "training", "Training parameters");
+    AddParameter(ParameterType_Int, "training.batchsize", "Batch size");
+    SetMinimumParameterIntValue("training.batchsize", 1);
+    SetDefaultParameterInt("training.batchsize", 100);
+    AddParameter(ParameterType_Int, "training.epochs", "Number of epochs");
+    SetMinimumParameterIntValue("training.epochs", 1);
+    SetDefaultParameterInt("training.epochs", 100);
+    AddParameter(ParameterType_StringList,
+                 "training.userplaceholders",
                  "Additional single-valued placeholders for training. Supported types: int, float, bool.");
-    MandatoryOff                           ("training.userplaceholders");
-    AddParameter(ParameterType_StringList,  "training.targetnodes",    "Names of the target nodes");
-    MandatoryOn                            ("training.targetnodes");
-    AddParameter(ParameterType_StringList,  "training.outputtensors",  "Names of the output tensors to display");
-    MandatoryOff                           ("training.outputtensors");
-    AddParameter(ParameterType_Bool,        "training.usestreaming",   "Use the streaming through patches (slower but can process big dataset)");
-    MandatoryOff                           ("training.usestreaming");
+    MandatoryOff("training.userplaceholders");
+    AddParameter(ParameterType_StringList, "training.targetnodes", "Names of the target nodes");
+    MandatoryOn("training.targetnodes");
+    AddParameter(ParameterType_StringList, "training.outputtensors", "Names of the output tensors to display");
+    MandatoryOff("training.outputtensors");
+    AddParameter(ParameterType_Bool,
+                 "training.usestreaming",
+                 "Use the streaming through patches (slower but can process big dataset)");
+    MandatoryOff("training.usestreaming");
 
     // Metrics
-    AddParameter(ParameterType_Group,       "validation",              "Validation parameters");
-    MandatoryOff                           ("validation");
-    AddParameter(ParameterType_Int,         "validation.step",         "Perform the validation every Nth epochs");
-    SetMinimumParameterIntValue            ("validation.step",         1);
-    SetDefaultParameterInt                 ("validation.step",         10);
-    AddParameter(ParameterType_Choice,      "validation.mode",         "Metrics to compute");
-    AddChoice                              ("validation.mode.none",    "No validation step");
-    AddChoice                              ("validation.mode.class",   "Classification metrics");
-    AddChoice                              ("validation.mode.rmse",    "Root mean square error");
-    AddParameter(ParameterType_StringList,  "validation.userplaceholders",
+    AddParameter(ParameterType_Group, "validation", "Validation parameters");
+    MandatoryOff("validation");
+    AddParameter(ParameterType_Int, "validation.step", "Perform the validation every Nth epochs");
+    SetMinimumParameterIntValue("validation.step", 1);
+    SetDefaultParameterInt("validation.step", 10);
+    AddParameter(ParameterType_Choice, "validation.mode", "Metrics to compute");
+    AddChoice("validation.mode.none", "No validation step");
+    AddChoice("validation.mode.class", "Classification metrics");
+    AddChoice("validation.mode.rmse", "Root mean square error");
+    AddParameter(ParameterType_StringList,
+                 "validation.userplaceholders",
                  "Additional single-valued placeholders for validation. Supported types: int, float, bool.");
-    MandatoryOff                           ("validation.userplaceholders");
-    AddParameter(ParameterType_Bool,        "validation.usestreaming", "Use the streaming through patches (slower but can process big dataset)");
-    MandatoryOff                           ("validation.usestreaming");
+    MandatoryOff("validation.userplaceholders");
+    AddParameter(ParameterType_Bool,
+                 "validation.usestreaming",
+                 "Use the streaming through patches (slower but can process big dataset)");
+    MandatoryOff("validation.usestreaming");
 
     // Input/output images
     AddAnInputImage();
-    for (int i = 1; i < tf::GetNumberOfSources() + 1 ; i++) // +1 because we have at least 1 source more for training
-      {
+    for (int i = 1; i < tf::GetNumberOfSources() + 1; i++) // +1 because we have at least 1 source more for training
+    {
       AddAnInputImage();
-      }
+    }
 
     // Example
-    SetDocExampleParameterValue("source1.il",                "spot6pms.tif");
-    SetDocExampleParameterValue("source1.placeholder",       "x1");
-    SetDocExampleParameterValue("source1.patchsizex",        "16");
-    SetDocExampleParameterValue("source1.patchsizey",        "16");
-    SetDocExampleParameterValue("source2.il",                "labels.tif");
-    SetDocExampleParameterValue("source2.placeholder",       "y1");
-    SetDocExampleParameterValue("source2.patchsizex",        "1");
-    SetDocExampleParameterValue("source2.patchsizex",        "1");
-    SetDocExampleParameterValue("model.dir",                 "/tmp/my_saved_model/");
+    SetDocExampleParameterValue("source1.il", "spot6pms.tif");
+    SetDocExampleParameterValue("source1.placeholder", "x1");
+    SetDocExampleParameterValue("source1.patchsizex", "16");
+    SetDocExampleParameterValue("source1.patchsizey", "16");
+    SetDocExampleParameterValue("source2.il", "labels.tif");
+    SetDocExampleParameterValue("source2.placeholder", "y1");
+    SetDocExampleParameterValue("source2.patchsizex", "1");
+    SetDocExampleParameterValue("source2.patchsizex", "1");
+    SetDocExampleParameterValue("model.dir", "/tmp/my_saved_model/");
     SetDocExampleParameterValue("training.userplaceholders", "is_training=true dropout=0.2");
-    SetDocExampleParameterValue("training.targetnodes",      "optimizer");
-    SetDocExampleParameterValue("model.saveto",              "/tmp/my_saved_model/variables/variables");
-
+    SetDocExampleParameterValue("training.targetnodes", "optimizer");
+    SetDocExampleParameterValue("model.saveto", "/tmp/my_saved_model/variables/variables");
   }
 
   //
@@ -261,7 +270,8 @@ public:
   //       if we can keep trace of indices of sources for
   //       training / test / validation
   //
-  void PrepareInputs()
+  void
+  PrepareInputs()
   {
     // Clear placeholder names
     m_InputPlaceholdersForTraining.clear();
@@ -283,8 +293,8 @@ public:
 
 
     // Prepare the bundles
-    for (auto& bundle: m_Bundles)
-      {
+    for (auto & bundle : m_Bundles)
+    {
       // Source
       FloatVectorImageListType::Pointer trainStack = GetParameterImageList(bundle.m_KeyInForTrain);
       bundle.tfSource.Set(trainStack);
@@ -301,17 +311,17 @@ public:
       m_InputPatchesSizeForTraining.push_back(patchSize);
 
       otbAppLogINFO("New source:");
-      otbAppLogINFO("Patch size               : "<< patchSize);
-      otbAppLogINFO("Placeholder (training)   : "<< placeholderForTraining);
+      otbAppLogINFO("Patch size               : " << patchSize);
+      otbAppLogINFO("Placeholder (training)   : " << placeholderForTraining);
 
       // Prepare validation sources
       if (GetParameterInt("validation.mode") != 0)
-        {
+      {
         // Get the stack
         if (!HasValue(bundle.m_KeyInForValid))
-          {
+        {
           otbAppLogFATAL("No validation input is set for this source");
-          }
+        }
         FloatVectorImageListType::Pointer validStack = GetParameterImageList(bundle.m_KeyInForValid);
         bundle.tfSourceForValidation.Set(validStack);
 
@@ -319,12 +329,12 @@ public:
         // If yes, it means that its not an output tensor on which perform the validation
         std::string placeholderForValidation = GetParameterAsString(bundle.m_KeyPHNameForValid);
         if (placeholderForValidation.empty())
-          {
+        {
           placeholderForValidation = placeholderForTraining;
-          }
+        }
         // Same placeholder name ==> is a source for validation
         if (placeholderForValidation.compare(placeholderForTraining) == 0)
-          {
+        {
           // Source
           m_InputSourcesForEvaluationAgainstValidationData.push_back(bundle.tfSourceForValidation.Get());
           m_InputSourcesForEvaluationAgainstLearningData.push_back(bundle.tfSource.Get());
@@ -335,12 +345,11 @@ public:
           // Patch size
           m_InputPatchesSizeForValidation.push_back(patchSize);
 
-          otbAppLogINFO("Placeholder (validation) : "<< placeholderForValidation);
-
-          }
+          otbAppLogINFO("Placeholder (validation) : " << placeholderForValidation);
+        }
         // Different placeholder ==> is a target to validate
         else
-          {
+        {
           // Source
           m_InputTargetsForEvaluationAgainstValidationData.push_back(bundle.tfSourceForValidation.Get());
           m_InputTargetsForEvaluationAgainstLearningData.push_back(bundle.tfSource.Get());
@@ -351,51 +360,54 @@ public:
           // Patch size
           m_TargetPatchesSize.push_back(patchSize);
 
-          otbAppLogINFO("Tensor name (validation) : "<< placeholderForValidation);
-          }
-
+          otbAppLogINFO("Tensor name (validation) : " << placeholderForValidation);
         }
-
       }
+    }
   }
 
   //
   // Get user placeholders
   //
-  TrainModelFilterType::DictType GetUserPlaceholders(const std::string & key)
+  TrainModelFilterType::DictType
+  GetUserPlaceholders(const std::string & key)
   {
-    TrainModelFilterType::DictType dict;
+    TrainModelFilterType::DictType   dict;
     TrainModelFilterType::StringList expressions = GetParameterStringList(key);
-    for (auto& exp: expressions)
-      {
+    for (auto & exp : expressions)
+    {
       TrainModelFilterType::DictElementType entry = tf::ExpressionToTensor(exp);
       dict.push_back(entry);
 
       otbAppLogINFO("Using placeholder " << entry.first << " with " << tf::PrintTensorInfos(entry.second));
-      }
+    }
     return dict;
   }
 
   //
   // Print some classification metrics
   //
-  void PrintClassificationMetrics(const ConfMatType & confMat, const MapOfClassesType & mapOfClassesRef)
+  void
+  PrintClassificationMetrics(const ConfMatType & confMat, const MapOfClassesType & mapOfClassesRef)
   {
     ConfusionMatrixCalculatorType::Pointer confMatMeasurements = ConfusionMatrixCalculatorType::New();
     confMatMeasurements->SetConfusionMatrix(confMat);
     confMatMeasurements->SetMapOfClasses(mapOfClassesRef);
     confMatMeasurements->Compute();
 
-    for (auto const& itMapOfClassesRef : mapOfClassesRef)
-      {
+    for (auto const & itMapOfClassesRef : mapOfClassesRef)
+    {
       LabelValueType labelRef = itMapOfClassesRef.first;
       LabelValueType indexLabelRef = itMapOfClassesRef.second;
 
-      otbAppLogINFO("Precision of class [" << labelRef << "] vs all: " << confMatMeasurements->GetPrecisions()[indexLabelRef]);
-      otbAppLogINFO("Recall of class [" << labelRef << "] vs all: " << confMatMeasurements->GetRecalls()[indexLabelRef]);
-      otbAppLogINFO("F-score of class [" << labelRef << "] vs all: " << confMatMeasurements->GetFScores()[indexLabelRef]);
+      otbAppLogINFO("Precision of class [" << labelRef
+                                           << "] vs all: " << confMatMeasurements->GetPrecisions()[indexLabelRef]);
+      otbAppLogINFO("Recall of class [" << labelRef
+                                        << "] vs all: " << confMatMeasurements->GetRecalls()[indexLabelRef]);
+      otbAppLogINFO("F-score of class [" << labelRef
+                                         << "] vs all: " << confMatMeasurements->GetFScores()[indexLabelRef]);
       otbAppLogINFO("\t");
-      }
+    }
     otbAppLogINFO("Precision of the different classes: " << confMatMeasurements->GetPrecisions());
     otbAppLogINFO("Recall of the different classes: " << confMatMeasurements->GetRecalls());
     otbAppLogINFO("F-score of the different classes: " << confMatMeasurements->GetFScores());
@@ -405,7 +417,8 @@ public:
     otbAppLogINFO("Confusion matrix:\n" << confMat);
   }
 
-  void DoExecute()
+  void
+  DoExecute()
   {
 
     // Load the Tensorflow bundle
@@ -413,13 +426,13 @@ public:
 
     // Check if we have to restore variables from somewhere else
     if (HasValue("model.restorefrom"))
-      {
+    {
       const std::string path = GetParameterAsString("model.restorefrom");
       otbAppLogINFO("Restoring model from " + path);
 
       // Load SavedModel variables
       tf::RestoreModel(path, m_SavedModel);
-      }
+    }
 
     // Prepare inputs
     PrepareInputs();
@@ -434,18 +447,16 @@ public:
     m_TrainModelFilter->SetUseStreaming(GetParameterInt("training.usestreaming"));
 
     // Set inputs
-    for (unsigned int i = 0 ; i < m_InputSourcesForTraining.size() ; i++)
-      {
+    for (unsigned int i = 0; i < m_InputSourcesForTraining.size(); i++)
+    {
       m_TrainModelFilter->PushBackInputTensorBundle(
-          m_InputPlaceholdersForTraining[i],
-          m_InputPatchesSizeForTraining[i],
-          m_InputSourcesForTraining[i]);
-      }
+        m_InputPlaceholdersForTraining[i], m_InputPatchesSizeForTraining[i], m_InputSourcesForTraining[i]);
+    }
 
     // Setup the validation filter
     const bool do_validation = HasUserValue("validation.mode");
-    if (GetParameterInt("validation.mode")==1) // class
-      {
+    if (GetParameterInt("validation.mode") == 1) // class
+    {
       otbAppLogINFO("Set validation mode to classification validation");
 
       m_ValidateModelFilter = ValidateModelFilterType::New();
@@ -456,18 +467,18 @@ public:
       m_ValidateModelFilter->SetInputReceptiveFields(m_InputPatchesSizeForValidation);
       m_ValidateModelFilter->SetOutputTensors(m_TargetTensorsNames);
       m_ValidateModelFilter->SetOutputExpressionFields(m_TargetPatchesSize);
-      }
-    else if (GetParameterInt("validation.mode")==2) // rmse)
-      {
+    }
+    else if (GetParameterInt("validation.mode") == 2) // rmse)
+    {
       otbAppLogINFO("Set validation mode to classification RMSE evaluation");
       otbAppLogFATAL("Not implemented yet !"); // XD
 
       // TODO
-      }
+    }
 
     // Epoch
-    for (int epoch = 1 ; epoch <= GetParameterInt("training.epochs") ; epoch++)
-      {
+    for (int epoch = 1; epoch <= GetParameterInt("training.epochs"); epoch++)
+    {
       // Train the model
       AddProcess(m_TrainModelFilter, "Training epoch #" + std::to_string(epoch));
       m_TrainModelFilter->Update();
@@ -479,7 +490,7 @@ public:
         {
           // 1. Evaluate the metrics against the learning data
 
-          for (unsigned int i = 0 ; i < m_InputSourcesForEvaluationAgainstLearningData.size() ; i++)
+          for (unsigned int i = 0; i < m_InputSourcesForEvaluationAgainstLearningData.size(); i++)
           {
             m_ValidateModelFilter->SetInput(i, m_InputSourcesForEvaluationAgainstLearningData[i]);
           }
@@ -492,16 +503,17 @@ public:
           AddProcess(m_ValidateModelFilter, "Evaluate model (Learning data)");
           m_ValidateModelFilter->Update();
 
-          for (unsigned int i = 0 ; i < m_TargetTensorsNames.size() ; i++)
+          for (unsigned int i = 0; i < m_TargetTensorsNames.size(); i++)
           {
             otbAppLogINFO("Metrics for target \"" << m_TargetTensorsNames[i] << "\":");
-            PrintClassificationMetrics(m_ValidateModelFilter->GetConfusionMatrix(i), m_ValidateModelFilter->GetMapOfClasses(i));
+            PrintClassificationMetrics(m_ValidateModelFilter->GetConfusionMatrix(i),
+                                       m_ValidateModelFilter->GetMapOfClasses(i));
           }
 
           // 2. Evaluate the metrics against the validation data
 
           // Here we just change the input sources and references
-          for (unsigned int i = 0 ; i < m_InputSourcesForEvaluationAgainstValidationData.size() ; i++)
+          for (unsigned int i = 0; i < m_InputSourcesForEvaluationAgainstValidationData.size(); i++)
           {
             m_ValidateModelFilter->SetInput(i, m_InputSourcesForEvaluationAgainstValidationData[i]);
           }
@@ -512,29 +524,28 @@ public:
           AddProcess(m_ValidateModelFilter, "Evaluate model (Validation data)");
           m_ValidateModelFilter->Update();
 
-          for (unsigned int i = 0 ; i < m_TargetTensorsNames.size() ; i++)
+          for (unsigned int i = 0; i < m_TargetTensorsNames.size(); i++)
           {
             otbAppLogINFO("Metrics for target \"" << m_TargetTensorsNames[i] << "\":");
-            PrintClassificationMetrics(m_ValidateModelFilter->GetConfusionMatrix(i), m_ValidateModelFilter->GetMapOfClasses(i));
+            PrintClassificationMetrics(m_ValidateModelFilter->GetConfusionMatrix(i),
+                                       m_ValidateModelFilter->GetMapOfClasses(i));
           }
         } // Step is OK to perform validation
-      } // Do the validation against the validation data
+      }   // Do the validation against the validation data
 
-      } // Next epoch
+    } // Next epoch
 
     // Check if we have to save variables to somewhere
     if (HasValue("model.saveto"))
-      {
+    {
       const std::string path = GetParameterAsString("model.saveto");
       otbAppLogINFO("Saving model to " + path);
       tf::SaveModel(path, m_SavedModel);
-      }
-
+    }
   }
 
 private:
-
-  tensorflow::SavedModelBundle     m_SavedModel; // must be alive during all the execution of the application !
+  tensorflow::SavedModelBundle m_SavedModel; // must be alive during all the execution of the application !
 
   // Filters
   TrainModelFilterType::Pointer    m_TrainModelFilter;
@@ -544,9 +555,9 @@ private:
   BundleList m_Bundles;
 
   // Patches size
-  SizeList   m_InputPatchesSizeForTraining;
-  SizeList   m_InputPatchesSizeForValidation;
-  SizeList   m_TargetPatchesSize;
+  SizeList m_InputPatchesSizeForTraining;
+  SizeList m_InputPatchesSizeForValidation;
+  SizeList m_TargetPatchesSize;
 
   // Placeholders and Tensors names
   StringList m_InputPlaceholdersForTraining;
@@ -562,7 +573,7 @@ private:
 
 }; // end of class
 
-} // namespace wrapper
+} // namespace Wrapper
 } // namespace otb
 
-OTB_APPLICATION_EXPORT( otb::Wrapper::TensorflowModelTrain )
+OTB_APPLICATION_EXPORT(otb::Wrapper::TensorflowModelTrain)
diff --git a/app/otbTrainClassifierFromDeepFeatures.cxx b/app/otbTrainClassifierFromDeepFeatures.cxx
index 39ac4189..cc3ec9ed 100644
--- a/app/otbTrainClassifierFromDeepFeatures.cxx
+++ b/app/otbTrainClassifierFromDeepFeatures.cxx
@@ -34,23 +34,23 @@ class TrainClassifierFromDeepFeatures : public CompositeApplication
 {
 public:
   /** Standard class typedefs. */
-  typedef TrainClassifierFromDeepFeatures              Self;
-  typedef Application                         Superclass;
-  typedef itk::SmartPointer<Self>             Pointer;
-  typedef itk::SmartPointer<const Self>       ConstPointer;
+  typedef TrainClassifierFromDeepFeatures Self;
+  typedef Application                     Superclass;
+  typedef itk::SmartPointer<Self>         Pointer;
+  typedef itk::SmartPointer<const Self>   ConstPointer;
 
   /** Standard macro */
   itkNewMacro(Self);
   itkTypeMacro(TrainClassifierFromDeepFeatures, otb::Wrapper::CompositeApplication);
 
 private:
-
   //
   // Add an input source, which includes:
   // -an input image list
   // -an input patchsize (dimensions of samples)
   //
-  void AddAnInputImage(int inputNumber = 0)
+  void
+  AddAnInputImage(int inputNumber = 0)
   {
     inputNumber++;
 
@@ -61,70 +61,83 @@ private:
 
     // Populate group
     ShareParameter(ss_key_group.str(), "tfmodel." + ss_key_group.str(), ss_desc_group.str());
-
   }
 
-  void DoInit()
+  void
+  DoInit()
   {
 
-  SetName("TrainClassifierFromDeepFeatures");
-  SetDescription("Train a classifier from deep net based features of an image and training vector data.");
-
-  // Documentation
-  SetDocLongDescription("See TrainImagesClassifier application");
-  SetDocLimitations("None");
-  SetDocAuthors("Remi Cresson");
-  SetDocSeeAlso(" ");
-
-  AddDocTag(Tags::Learning);
-
-  ClearApplications();
-
-  // Add applications
-  AddApplication("TrainImagesClassifier",  "train",   "Train images classifier");
-  AddApplication("TensorflowModelServe",   "tfmodel", "Serve the TF model");
-
-  // Model shared parameters
-  AddAnInputImage();
-  for (int i = 1; i < tf::GetNumberOfSources() ; i++)
-  {
-    AddAnInputImage(i);
+    SetName("TrainClassifierFromDeepFeatures");
+    SetDescription("Train a classifier from deep net based features of an image and training vector data.");
+
+    // Documentation
+    SetDocLongDescription("See TrainImagesClassifier application");
+    SetDocLimitations("None");
+    SetDocAuthors("Remi Cresson");
+    SetDocSeeAlso(" ");
+
+    AddDocTag(Tags::Learning);
+
+    ClearApplications();
+
+    // Add applications
+    AddApplication("TrainImagesClassifier", "train", "Train images classifier");
+    AddApplication("TensorflowModelServe", "tfmodel", "Serve the TF model");
+
+    // Model shared parameters
+    AddAnInputImage();
+    for (int i = 1; i < tf::GetNumberOfSources(); i++)
+    {
+      AddAnInputImage(i);
+    }
+    ShareParameter("model",
+                   "tfmodel.model",
+                   "Deep net inputs parameters",
+                   "Parameters of the deep net inputs: placeholder names, receptive fields, etc.");
+    ShareParameter("output",
+                   "tfmodel.output",
+                   "Deep net outputs parameters",
+                   "Parameters of the deep net outputs: tensors names, expression fields, etc.");
+    ShareParameter("optim",
+                   "tfmodel.optim",
+                   "Processing time optimization",
+                   "This group of parameters allows optimization of processing time");
+
+    // Train shared parameters
+    ShareParameter("ram", "train.ram", "Available RAM (Mb)", "Available RAM (Mb)");
+    ShareParameter("vd", "train.io.vd", "Vector data for training", "Input vector data for training");
+    ShareParameter("valid", "train.io.valid", "Vector data for validation", "Input vector data for validation");
+    ShareParameter("out", "train.io.out", "Output classification model", "Output classification model");
+    ShareParameter("confmatout",
+                   "train.io.confmatout",
+                   "Output confusion matrix",
+                   "Output confusion matrix of the classification model");
+
+    // Shared parameter groups
+    ShareParameter("sample", "train.sample", "Sampling parameters", "Training and validation samples parameters");
+    ShareParameter("elev", "train.elev", "Elevation parameters", "Elevation parameters");
+    ShareParameter("classifier", "train.classifier", "Classifier parameters", "Classifier parameters");
+    ShareParameter("rand", "train.rand", "User defined random seed", "User defined random seed");
   }
-  ShareParameter("model",      "tfmodel.model",       "Deep net inputs parameters",   "Parameters of the deep net inputs: placeholder names, receptive fields, etc.");
-  ShareParameter("output",     "tfmodel.output",      "Deep net outputs parameters",  "Parameters of the deep net outputs: tensors names, expression fields, etc.");
-  ShareParameter("optim",      "tfmodel.optim",       "Processing time optimization", "This group of parameters allows optimization of processing time");
-
-  // Train shared parameters
-  ShareParameter("ram",        "train.ram",           "Available RAM (Mb)",           "Available RAM (Mb)");
-  ShareParameter("vd",         "train.io.vd",         "Vector data for training",     "Input vector data for training");
-  ShareParameter("valid",      "train.io.valid",      "Vector data for validation",   "Input vector data for validation");
-  ShareParameter("out",        "train.io.out",        "Output classification model",  "Output classification model");
-  ShareParameter("confmatout", "train.io.confmatout", "Output confusion matrix",      "Output confusion matrix of the classification model");
-
-  // Shared parameter groups
-  ShareParameter("sample",     "train.sample",        "Sampling parameters" ,         "Training and validation samples parameters" );
-  ShareParameter("elev",       "train.elev",          "Elevation parameters",         "Elevation parameters" );
-  ShareParameter("classifier", "train.classifier",    "Classifier parameters",        "Classifier parameters" );
-  ShareParameter("rand",       "train.rand",          "User defined random seed",     "User defined random seed" );
 
-  }
 
-
-  void DoUpdateParameters()
+  void
+  DoUpdateParameters()
   {
     UpdateInternalParameters("train");
   }
 
-  void DoExecute()
+  void
+  DoExecute()
   {
     ExecuteInternal("tfmodel");
-    GetInternalApplication("train")->AddImageToParameterInputImageList("io.il", GetInternalApplication("tfmodel")->GetParameterOutputImage("out"));
+    GetInternalApplication("train")->AddImageToParameterInputImageList(
+      "io.il", GetInternalApplication("tfmodel")->GetParameterOutputImage("out"));
     UpdateInternalParameters("train");
     ExecuteInternal("train");
   }
-
 };
 } // namespace Wrapper
 } // namespace otb
 
-OTB_APPLICATION_EXPORT( otb::Wrapper::TrainClassifierFromDeepFeatures )
+OTB_APPLICATION_EXPORT(otb::Wrapper::TrainClassifierFromDeepFeatures)
diff --git a/include/otbTensorflowCommon.cxx b/include/otbTensorflowCommon.cxx
index 662c9d3e..b7a27c60 100644
--- a/include/otbTensorflowCommon.cxx
+++ b/include/otbTensorflowCommon.cxx
@@ -11,8 +11,10 @@
 =========================================================================*/
 #include "otbTensorflowCommon.h"
 
-namespace otb {
-namespace tf {
+namespace otb
+{
+namespace tf
+{
 
 //
 // Environment variable for the number of sources in "Multisource" applications
@@ -22,21 +24,21 @@ const std::string ENV_VAR_NAME_NSOURCES = "OTB_TF_NSOURCES";
 //
 // Get the environment variable as int
 //
-int GetEnvironmentVariableAsInt(const std::string & variableName)
+int
+GetEnvironmentVariableAsInt(const std::string & variableName)
 {
-  int ret = -1;
-  char const* tmp = getenv( variableName.c_str() );
-  if ( tmp != NULL )
+  int          ret = -1;
+  char const * tmp = getenv(variableName.c_str());
+  if (tmp != NULL)
   {
-    std::string s( tmp );
+    std::string s(tmp);
     try
     {
       ret = std::stoi(s);
     }
-    catch(...)
+    catch (...)
     {
-      itkGenericExceptionMacro("Error parsing variable "
-          << variableName << " as integer. Value is " << s);
+      itkGenericExceptionMacro("Error parsing variable " << variableName << " as integer. Value is " << s);
     }
   }
 
@@ -47,7 +49,8 @@ int GetEnvironmentVariableAsInt(const std::string & variableName)
 // This function returns the numeric content of the ENV_VAR_NAME_NSOURCES
 // environment variable
 //
-int GetNumberOfSources()
+int
+GetNumberOfSources()
 {
   int ret = GetEnvironmentVariableAsInt(ENV_VAR_NAME_NSOURCES);
   if (ret != -1)
@@ -60,15 +63,18 @@ int GetNumberOfSources()
 //
 // This function copy a patch from an input image to an output image
 //
-template<class TImage>
-void CopyPatch(typename TImage::Pointer inputImg, typename TImage::IndexType & inputPatchIndex,
-    typename TImage::Pointer outputImg, typename TImage::IndexType & outputPatchIndex,
-    typename TImage::SizeType patchSize)
+template <class TImage>
+void
+CopyPatch(typename TImage::Pointer     inputImg,
+          typename TImage::IndexType & inputPatchIndex,
+          typename TImage::Pointer     outputImg,
+          typename TImage::IndexType & outputPatchIndex,
+          typename TImage::SizeType    patchSize)
 {
-  typename TImage::RegionType inputPatchRegion(inputPatchIndex, patchSize);
-  typename TImage::RegionType outputPatchRegion(outputPatchIndex, patchSize);
-  typename itk::ImageRegionConstIterator<TImage> inIt (inputImg, inputPatchRegion);
-  typename itk::ImageRegionIterator<TImage> outIt (outputImg, outputPatchRegion);
+  typename TImage::RegionType                    inputPatchRegion(inputPatchIndex, patchSize);
+  typename TImage::RegionType                    outputPatchRegion(outputPatchIndex, patchSize);
+  typename itk::ImageRegionConstIterator<TImage> inIt(inputImg, inputPatchRegion);
+  typename itk::ImageRegionIterator<TImage>      outIt(outputImg, outputPatchRegion);
   for (inIt.GoToBegin(), outIt.GoToBegin(); !inIt.IsAtEnd(); ++inIt, ++outIt)
   {
     outIt.Set(inIt.Get());
@@ -78,9 +84,9 @@ void CopyPatch(typename TImage::Pointer inputImg, typename TImage::IndexType & i
 //
 // Get image infos
 //
-template<class TImage>
-void GetImageInfo(typename TImage::Pointer image,
-    unsigned int & sizex, unsigned int & sizey, unsigned int & nBands)
+template <class TImage>
+void
+GetImageInfo(typename TImage::Pointer image, unsigned int & sizex, unsigned int & sizey, unsigned int & nBands)
 {
   nBands = image->GetNumberOfComponentsPerPixel();
   sizex = image->GetLargestPossibleRegion().GetSize(0);
@@ -90,8 +96,9 @@ void GetImageInfo(typename TImage::Pointer image,
 //
 // Propagate the requested region in the image
 //
-template<class TImage>
-void PropagateRequestedRegion(typename TImage::Pointer image, typename TImage::RegionType & region)
+template <class TImage>
+void
+PropagateRequestedRegion(typename TImage::Pointer image, typename TImage::RegionType & region)
 {
   image->SetRequestedRegion(region);
   image->PropagateRequestedRegion();
@@ -101,13 +108,16 @@ void PropagateRequestedRegion(typename TImage::Pointer image, typename TImage::R
 //
 // Sample an input image at the specified location
 //
-template<class TImage>
-bool SampleImage(const typename TImage::Pointer inPtr, typename TImage::Pointer outPtr,
-    typename TImage::PointType point, unsigned int elemIdx,
-    typename TImage::SizeType patchSize)
+template <class TImage>
+bool
+SampleImage(const typename TImage::Pointer inPtr,
+            typename TImage::Pointer       outPtr,
+            typename TImage::PointType     point,
+            unsigned int                   elemIdx,
+            typename TImage::SizeType      patchSize)
 {
   typename TImage::IndexType index, outIndex;
-  bool canTransform = inPtr->TransformPhysicalPointToIndex(point, index);
+  bool                       canTransform = inPtr->TransformPhysicalPointToIndex(point, index);
   if (canTransform)
   {
     outIndex[0] = 0;
@@ -128,7 +138,6 @@ bool SampleImage(const typename TImage::Pointer inPtr, typename TImage::Pointer
     }
   }
   return false;
-
 }
 
 } // end namespace tf
diff --git a/include/otbTensorflowCommon.h b/include/otbTensorflowCommon.h
index fbd72810..a012173c 100644
--- a/include/otbTensorflowCommon.h
+++ b/include/otbTensorflowCommon.h
@@ -22,38 +22,49 @@
 #include "itkImageRegionConstIterator.h"
 #include "itkImageRegionIterator.h"
 
-namespace otb {
-namespace tf {
+namespace otb
+{
+namespace tf
+{
 
 // Environment variable for the number of sources in "Multisource" applications
 extern const std::string ENV_VAR_NAME_NSOURCES;
 
 // Get the environment variable as int
-int GetEnvironmentVariableAsInt(const std::string & variableName);
+int
+GetEnvironmentVariableAsInt(const std::string & variableName);
 
 // Get the value (as int) of the environment variable ENV_VAR_NAME_NSOURCES
-int GetNumberOfSources();
+int
+GetNumberOfSources();
 
 // This function copy a patch from an input image to an output image
-template<class TImage>
-void CopyPatch(typename TImage::Pointer inputImg, typename TImage::IndexType & inputPatchIndex,
-    typename TImage::Pointer outputImg, typename TImage::IndexType & outputPatchIndex,
-    typename TImage::SizeType patchSize);
+template <class TImage>
+void
+CopyPatch(typename TImage::Pointer     inputImg,
+          typename TImage::IndexType & inputPatchIndex,
+          typename TImage::Pointer     outputImg,
+          typename TImage::IndexType & outputPatchIndex,
+          typename TImage::SizeType    patchSize);
 
 // Get image infos
-template<class TImage>
-void GetImageInfo(typename TImage::Pointer image,
-    unsigned int & sizex, unsigned int & sizey, unsigned int & nBands);
+template <class TImage>
+void
+GetImageInfo(typename TImage::Pointer image, unsigned int & sizex, unsigned int & sizey, unsigned int & nBands);
 
 // Propagate the requested region in the image
-template<class TImage>
-void PropagateRequestedRegion(typename TImage::Pointer image, typename TImage::RegionType & region);
+template <class TImage>
+void
+PropagateRequestedRegion(typename TImage::Pointer image, typename TImage::RegionType & region);
 
 // Sample an input image at the specified location
-template<class TImage>
-bool SampleImage(const typename TImage::Pointer inPtr, typename TImage::Pointer outPtr,
-    typename TImage::PointType point, unsigned int elemIdx,
-    typename TImage::SizeType patchSize);
+template <class TImage>
+bool
+SampleImage(const typename TImage::Pointer inPtr,
+            typename TImage::Pointer       outPtr,
+            typename TImage::PointType     point,
+            unsigned int                   elemIdx,
+            typename TImage::SizeType      patchSize);
 
 } // end namespace tf
 } // end namespace otb
diff --git a/include/otbTensorflowCopyUtils.cxx b/include/otbTensorflowCopyUtils.cxx
index e9690511..b2a6e70e 100644
--- a/include/otbTensorflowCopyUtils.cxx
+++ b/include/otbTensorflowCopyUtils.cxx
@@ -218,9 +218,10 @@ CopyTensorToImageRegion(const tensorflow::Tensor &          tensor,
   const tensorflow::int64 nElmI = bufferRegion.GetNumberOfPixels() * outputDimSize_C;
   if (nElmI != nElmT)
   {
-    itkGenericExceptionMacro("Number of elements in the tensor is " << nElmT 
-                             << " but image outputRegion has " << nElmI << " values to fill.\n"
-                             << "Buffer region is: \n" << bufferRegion << "\n"
+    itkGenericExceptionMacro("Number of elements in the tensor is "
+                             << nElmT << " but image outputRegion has " << nElmI << " values to fill.\n"
+                             << "Buffer region is: \n"
+                             << bufferRegion << "\n"
                              << "Number of components in the output image: " << outputDimSize_C << "\n"
                              << "Tensor shape: " << PrintTensorShape(tensor.shape()) << "\n"
                              << "Please check the input(s) field of view (FOV), "
@@ -347,7 +348,7 @@ ValueToTensor(std::string value)
   }
 
   // Create tensor
-  tensorflow::TensorShape shape({values.size()});
+  tensorflow::TensorShape shape({ values.size() });
   tensorflow::Tensor      out(tensorflow::DT_BOOL, shape);
   if (is_digit)
   {
@@ -409,7 +410,7 @@ ValueToTensor(std::string value)
     }
     idx++;
   }
-  otbLogMacro(Debug,  << "Returning tensor: "<< out.DebugString());
+  otbLogMacro(Debug, << "Returning tensor: " << out.DebugString());
 
   return out;
 }
diff --git a/include/otbTensorflowCopyUtils.h b/include/otbTensorflowCopyUtils.h
index 17458791..59e1a744 100644
--- a/include/otbTensorflowCopyUtils.h
+++ b/include/otbTensorflowCopyUtils.h
@@ -34,57 +34,94 @@
 #include <string>
 #include <regex>
 
-namespace otb {
-namespace tf {
+namespace otb
+{
+namespace tf
+{
 
 // Generate a string with TensorShape infos
-std::string PrintTensorShape(const tensorflow::TensorShape & shp);
+std::string
+PrintTensorShape(const tensorflow::TensorShape & shp);
 
 // Generate a string with tensor infos
-std::string PrintTensorInfos(const tensorflow::Tensor & tensor);
+std::string
+PrintTensorInfos(const tensorflow::Tensor & tensor);
 
 // Create a tensor with the good datatype
-template<class TImage>
-tensorflow::Tensor CreateTensor(tensorflow::TensorShape & shape);
+template <class TImage>
+tensorflow::Tensor
+CreateTensor(tensorflow::TensorShape & shape);
 
 // Populate a tensor with the buffered region of a vector image
-template<class TImage>
-void PopulateTensorFromBufferedVectorImage(const typename TImage::Pointer bufferedimagePtr, tensorflow::Tensor & out_tensor);
+template <class TImage>
+void
+PopulateTensorFromBufferedVectorImage(const typename TImage::Pointer bufferedimagePtr, tensorflow::Tensor & out_tensor);
 
 // Populate the buffered region of a vector image with a given tensor's values
-template<class TImage>
-void TensorToImageBuffer(const tensorflow::Tensor & tensor, typename TImage::Pointer & image);
+template <class TImage>
+void
+TensorToImageBuffer(const tensorflow::Tensor & tensor, typename TImage::Pointer & image);
 
 // Recopy an VectorImage region into a 4D-shaped tensorflow::Tensor ({-1, sz_y, sz_x, sz_bands})
-template<class TImage, class TValueType=typename TImage::InternalPixelType>
-void RecopyImageRegionToTensor(const typename TImage::Pointer inputPtr,  const typename TImage::RegionType & region, tensorflow::Tensor & tensor, unsigned int elemIdx);
+template <class TImage, class TValueType = typename TImage::InternalPixelType>
+void
+RecopyImageRegionToTensor(const typename TImage::Pointer      inputPtr,
+                          const typename TImage::RegionType & region,
+                          tensorflow::Tensor &                tensor,
+                          unsigned int                        elemIdx);
 
 // Recopy an VectorImage region into a 4D-shaped tensorflow::Tensor (TValueType-agnostic function)
-template<class TImage>
-void RecopyImageRegionToTensorWithCast(const typename TImage::Pointer inputPtr,  const typename TImage::RegionType & region, tensorflow::Tensor & tensor, unsigned int elemIdx);
+template <class TImage>
+void
+RecopyImageRegionToTensorWithCast(const typename TImage::Pointer      inputPtr,
+                                  const typename TImage::RegionType & region,
+                                  tensorflow::Tensor &                tensor,
+                                  unsigned int                        elemIdx);
 
 // Sample a centered patch
-template<class TImage>
-void SampleCenteredPatch(const typename TImage::Pointer inputPtr, const typename TImage::IndexType & centerIndex, const typename TImage::SizeType & patchSize, tensorflow::Tensor & tensor, unsigned int elemIdx);
-template<class TImage>
-void SampleCenteredPatch(const typename TImage::Pointer inputPtr, const typename TImage::PointType & centerCoord, const typename TImage::SizeType & patchSize, tensorflow::Tensor & tensor, unsigned int elemIdx);
+template <class TImage>
+void
+SampleCenteredPatch(const typename TImage::Pointer     inputPtr,
+                    const typename TImage::IndexType & centerIndex,
+                    const typename TImage::SizeType &  patchSize,
+                    tensorflow::Tensor &               tensor,
+                    unsigned int                       elemIdx);
+template <class TImage>
+void
+SampleCenteredPatch(const typename TImage::Pointer     inputPtr,
+                    const typename TImage::PointType & centerCoord,
+                    const typename TImage::SizeType &  patchSize,
+                    tensorflow::Tensor &               tensor,
+                    unsigned int                       elemIdx);
 
 // Return the number of channels from the TensorflowShapeProto
-tensorflow::int64 GetNumberOfChannelsFromShapeProto(const tensorflow::TensorShapeProto & proto);
+tensorflow::int64
+GetNumberOfChannelsFromShapeProto(const tensorflow::TensorShapeProto & proto);
 
 // Copy a tensor into the image region
-template<class TImage, class TValueType>
-void CopyTensorToImageRegion(const tensorflow::Tensor & tensor, typename TImage::Pointer outputPtr, const typename TImage::RegionType & region, int & channelOffset);
+template <class TImage, class TValueType>
+void
+CopyTensorToImageRegion(const tensorflow::Tensor &          tensor,
+                        typename TImage::Pointer            outputPtr,
+                        const typename TImage::RegionType & region,
+                        int &                               channelOffset);
 
 // Copy a tensor into the image region (TValueType-agnostic version)
-template<class TImage>
-void CopyTensorToImageRegion(const tensorflow::Tensor & tensor, const typename TImage::RegionType & bufferRegion, typename TImage::Pointer outputPtr, const typename TImage::RegionType & outputRegion, int & channelOffset);
+template <class TImage>
+void
+CopyTensorToImageRegion(const tensorflow::Tensor &          tensor,
+                        const typename TImage::RegionType & bufferRegion,
+                        typename TImage::Pointer            outputPtr,
+                        const typename TImage::RegionType & outputRegion,
+                        int &                               channelOffset);
 
 // Convert a value into a tensor
-tensorflow::Tensor ValueToTensor(std::string value);
+tensorflow::Tensor
+ValueToTensor(std::string value);
 
 // Convert an expression into a dict
-std::pair<std::string, tensorflow::Tensor> ExpressionToTensor(std::string expression);
+std::pair<std::string, tensorflow::Tensor>
+ExpressionToTensor(std::string expression);
 
 } // end namespace tf
 } // end namespace otb
diff --git a/include/otbTensorflowDataTypeBridge.cxx b/include/otbTensorflowDataTypeBridge.cxx
index a510cb4e..71fcd8c6 100644
--- a/include/otbTensorflowDataTypeBridge.cxx
+++ b/include/otbTensorflowDataTypeBridge.cxx
@@ -11,14 +11,17 @@
 =========================================================================*/
 #include "otbTensorflowDataTypeBridge.h"
 
-namespace otb {
-namespace tf {
+namespace otb
+{
+namespace tf
+{
 
 //
 // returns the datatype used by tensorflow
 //
-template<class Type>
-tensorflow::DataType GetTensorflowDataType()
+template <class Type>
+tensorflow::DataType
+GetTensorflowDataType()
 {
   if (typeid(Type) == typeid(bool))
   {
@@ -74,8 +77,9 @@ tensorflow::DataType GetTensorflowDataType()
 //
 // Return true if the tensor data type is correct
 //
-template<class Type>
-bool HasSameDataType(const tensorflow::Tensor & tensor)
+template <class Type>
+bool
+HasSameDataType(const tensorflow::Tensor & tensor)
 {
   return GetTensorflowDataType<Type>() == tensor.dtype();
 }
@@ -83,7 +87,8 @@ bool HasSameDataType(const tensorflow::Tensor & tensor)
 //
 // Return the datatype as string
 //
-tensorflow::string GetDataTypeAsString(tensorflow::DataType dt)
+tensorflow::string
+GetDataTypeAsString(tensorflow::DataType dt)
 {
   return tensorflow::DataTypeString(dt);
 }
diff --git a/include/otbTensorflowDataTypeBridge.h b/include/otbTensorflowDataTypeBridge.h
index af6be18d..e815dafc 100644
--- a/include/otbTensorflowDataTypeBridge.h
+++ b/include/otbTensorflowDataTypeBridge.h
@@ -16,19 +16,24 @@
 #include "tensorflow/core/framework/types.h"
 #include "tensorflow/core/framework/tensor.h"
 
-namespace otb {
-namespace tf {
+namespace otb
+{
+namespace tf
+{
 
 // returns the datatype used by tensorflow
-template<class Type>
-tensorflow::DataType GetTensorflowDataType();
+template <class Type>
+tensorflow::DataType
+GetTensorflowDataType();
 
 // Return true if the tensor data type is correct
-template<class Type>
-bool HasSameDataType(const tensorflow::Tensor & tensor);
+template <class Type>
+bool
+HasSameDataType(const tensorflow::Tensor & tensor);
 
 // Return datatype as string
-tensorflow::string GetDataTypeAsString(tensorflow::DataType dt);
+tensorflow::string
+GetDataTypeAsString(tensorflow::DataType dt);
 
 } // end namespace tf
 } // end namespace otb
diff --git a/include/otbTensorflowGraphOperations.cxx b/include/otbTensorflowGraphOperations.cxx
index d40c4da6..8c914340 100644
--- a/include/otbTensorflowGraphOperations.cxx
+++ b/include/otbTensorflowGraphOperations.cxx
@@ -109,7 +109,7 @@ GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow::Ten
 
   // Next, we fill layerNames
   int k = 0; // counter used for tensorsNames
-  for (auto const & name: tensorsNames)
+  for (auto const & name : tensorsNames)
   {
     bool                   found = false;
     tensorflow::TensorInfo tensor_info;
@@ -143,7 +143,7 @@ GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow::Ten
           otbLogMacro(Debug, << "Found: " << layer.second.name() << " in the model");
         }
       } // next layer
-    } // end else
+    }   // end else
 
     k += 1;
 
@@ -178,7 +178,7 @@ PrintNodeAttributes(const tensorflow::GraphDef & graph, const std::vector<std::s
     tensorflow::NodeDef node = graph.node(i);
     std::cout << i << "\t" << node.name() << std::endl;
 
-    for (auto const & name: nodesNames)
+    for (auto const & name : nodesNames)
     {
       if (node.name().compare(name) == 0)
       {
diff --git a/include/otbTensorflowGraphOperations.h b/include/otbTensorflowGraphOperations.h
index 6ad4a4e2..b2495086 100644
--- a/include/otbTensorflowGraphOperations.h
+++ b/include/otbTensorflowGraphOperations.h
@@ -27,27 +27,36 @@
 // OTB log
 #include "otbMacro.h"
 
-namespace otb {
-namespace tf {
+namespace otb
+{
+namespace tf
+{
 
 // Load SavedModel variables
-void RestoreModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bundle);
+void
+RestoreModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bundle);
 
 // Save SavedModel variables
-void SaveModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bundle);
+void
+SaveModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bundle);
 
 // Load SavedModel
-void LoadModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bundle, std::vector<std::string> tagList);
+void
+LoadModel(const tensorflow::tstring path, tensorflow::SavedModelBundle & bundle, std::vector<std::string> tagList);
 
 // Get the following attributes of the specified tensors (by name) of a graph:
 // - shape
 // - datatype
 // Here we assume that the node's output is a tensor
-void GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow::TensorInfo> layers, std::vector<std::string> & tensorsNames,
-    std::vector<tensorflow::TensorShapeProto> & shapes, std::vector<tensorflow::DataType> & dataTypes);
+void
+GetTensorAttributes(const tensorflow::protobuf::Map<std::string, tensorflow::TensorInfo> layers,
+                    std::vector<std::string> &                                           tensorsNames,
+                    std::vector<tensorflow::TensorShapeProto> &                          shapes,
+                    std::vector<tensorflow::DataType> &                                  dataTypes);
 
 // Print a lot of stuff about the specified nodes of the graph
-void PrintNodeAttributes(const tensorflow::GraphDef & graph, const std::vector<std::string> & nodesNames);
+void
+PrintNodeAttributes(const tensorflow::GraphDef & graph, const std::vector<std::string> & nodesNames);
 
 } // end namespace tf
 } // end namespace otb
diff --git a/include/otbTensorflowMultisourceModelBase.h b/include/otbTensorflowMultisourceModelBase.h
index d10648ea..a1418b0c 100644
--- a/include/otbTensorflowMultisourceModelBase.h
+++ b/include/otbTensorflowMultisourceModelBase.h
@@ -65,34 +65,32 @@ namespace otb
  *
  * \ingroup OTBTensorflow
  */
-template <class TInputImage, class TOutputImage=TInputImage>
-class ITK_EXPORT TensorflowMultisourceModelBase :
-public itk::ImageToImageFilter<TInputImage, TOutputImage>
+template <class TInputImage, class TOutputImage = TInputImage>
+class ITK_EXPORT TensorflowMultisourceModelBase : public itk::ImageToImageFilter<TInputImage, TOutputImage>
 {
 
 public:
-
   /** Standard class typedefs. */
-  typedef TensorflowMultisourceModelBase             Self;
+  typedef TensorflowMultisourceModelBase                     Self;
   typedef itk::ImageToImageFilter<TInputImage, TOutputImage> Superclass;
-  typedef itk::SmartPointer<Self>                    Pointer;
-  typedef itk::SmartPointer<const Self>              ConstPointer;
+  typedef itk::SmartPointer<Self>                            Pointer;
+  typedef itk::SmartPointer<const Self>                      ConstPointer;
 
   /** Run-time type information (and related methods). */
   itkTypeMacro(TensorflowMultisourceModelBase, itk::ImageToImageFilter);
 
   /** Images typedefs */
-  typedef TInputImage                                ImageType;
-  typedef typename TInputImage::Pointer              ImagePointerType;
-  typedef typename TInputImage::PixelType            PixelType;
-  typedef typename TInputImage::InternalPixelType    InternalPixelType;
-  typedef typename TInputImage::IndexType            IndexType;
-  typedef typename TInputImage::IndexValueType       IndexValueType;
-  typedef typename TInputImage::PointType            PointType;
-  typedef typename TInputImage::SizeType             SizeType;
-  typedef typename TInputImage::SizeValueType        SizeValueType;
-  typedef typename TInputImage::SpacingType          SpacingType;
-  typedef typename TInputImage::RegionType           RegionType;
+  typedef TInputImage                             ImageType;
+  typedef typename TInputImage::Pointer           ImagePointerType;
+  typedef typename TInputImage::PixelType         PixelType;
+  typedef typename TInputImage::InternalPixelType InternalPixelType;
+  typedef typename TInputImage::IndexType         IndexType;
+  typedef typename TInputImage::IndexValueType    IndexValueType;
+  typedef typename TInputImage::PointType         PointType;
+  typedef typename TInputImage::SizeType          SizeType;
+  typedef typename TInputImage::SizeValueType     SizeValueType;
+  typedef typename TInputImage::SpacingType       SpacingType;
+  typedef typename TInputImage::RegionType        RegionType;
 
   /** Typedefs for parameters */
   typedef std::pair<std::string, tensorflow::Tensor> DictElementType;
@@ -104,15 +102,26 @@ public:
   typedef std::vector<tensorflow::Tensor>            TensorListType;
 
   /** Set and Get the Tensorflow session and graph */
-  void SetSavedModel(tensorflow::SavedModelBundle * saved_model) {m_SavedModel = saved_model;}
-  tensorflow::SavedModelBundle * GetSavedModel() {return m_SavedModel;}
+  void
+  SetSavedModel(tensorflow::SavedModelBundle * saved_model)
+  {
+    m_SavedModel = saved_model;
+  }
+  tensorflow::SavedModelBundle *
+  GetSavedModel()
+  {
+    return m_SavedModel;
+  }
 
   /** Get the SignatureDef */
-  tensorflow::SignatureDef GetSignatureDef();
+  tensorflow::SignatureDef
+  GetSignatureDef();
 
   /** Model parameters */
-  void PushBackInputTensorBundle(std::string name, SizeType receptiveField, ImagePointerType image);
-  void PushBackOuputTensorBundle(std::string name, SizeType expressionField);
+  void
+  PushBackInputTensorBundle(std::string name, SizeType receptiveField, ImagePointerType image);
+  void
+  PushBackOuputTensorBundle(std::string name, SizeType expressionField);
 
   /** Input placeholders names */
   itkSetMacro(InputPlaceholders, StringList);
@@ -131,8 +140,16 @@ public:
   itkGetMacro(OutputExpressionFields, SizeListType);
 
   /** User placeholders */
-  void SetUserPlaceholders(const DictType & dict) {m_UserPlaceholders = dict;}
-  DictType GetUserPlaceholders() {return m_UserPlaceholders;}
+  void
+  SetUserPlaceholders(const DictType & dict)
+  {
+    m_UserPlaceholders = dict;
+  }
+  DictType
+  GetUserPlaceholders()
+  {
+    return m_UserPlaceholders;
+  }
 
   /** Target nodes names */
   itkSetMacro(TargetNodesNames, StringList);
@@ -144,40 +161,44 @@ public:
   itkGetMacro(InputTensorsShapes, TensorShapeProtoList);
   itkGetMacro(OutputTensorsShapes, TensorShapeProtoList);
 
-  virtual void GenerateOutputInformation();
+  virtual void
+  GenerateOutputInformation();
 
 protected:
   TensorflowMultisourceModelBase();
-  virtual ~TensorflowMultisourceModelBase() {};
+  virtual ~TensorflowMultisourceModelBase(){};
 
-  virtual std::stringstream GenerateDebugReport(DictType & inputs);
+  virtual std::stringstream
+  GenerateDebugReport(DictType & inputs);
 
-  virtual void RunSession(DictType & inputs, TensorListType & outputs);
+  virtual void
+  RunSession(DictType & inputs, TensorListType & outputs);
 
 private:
-  TensorflowMultisourceModelBase(const Self&); //purposely not implemented
-  void operator=(const Self&); //purposely not implemented
+  TensorflowMultisourceModelBase(const Self &); // purposely not implemented
+  void
+  operator=(const Self &); // purposely not implemented
 
   // Tensorflow graph and session
-  tensorflow::SavedModelBundle * m_SavedModel;          // The TensorFlow model
+  tensorflow::SavedModelBundle * m_SavedModel; // The TensorFlow model
 
   // Model parameters
-  StringList                 m_InputPlaceholders;       // Input placeholders names
-  SizeListType               m_InputReceptiveFields;    // Input receptive fields
-  StringList                 m_OutputTensors;           // Output tensors names
-  SizeListType               m_OutputExpressionFields;  // Output expression fields
-  DictType                   m_UserPlaceholders;        // User placeholders
-  StringList                 m_TargetNodesNames;        // User nodes target
+  StringList   m_InputPlaceholders;      // Input placeholders names
+  SizeListType m_InputReceptiveFields;   // Input receptive fields
+  StringList   m_OutputTensors;          // Output tensors names
+  SizeListType m_OutputExpressionFields; // Output expression fields
+  DictType     m_UserPlaceholders;       // User placeholders
+  StringList   m_TargetNodesNames;       // User nodes target
 
   // Internal, read-only
-  DataTypeListType           m_InputTensorsDataTypes;   // Input tensors datatype
-  DataTypeListType           m_OutputTensorsDataTypes;  // Output tensors datatype
-  TensorShapeProtoList       m_InputTensorsShapes;      // Input tensors shapes
-  TensorShapeProtoList       m_OutputTensorsShapes;     // Output tensors shapes
+  DataTypeListType     m_InputTensorsDataTypes;  // Input tensors datatype
+  DataTypeListType     m_OutputTensorsDataTypes; // Output tensors datatype
+  TensorShapeProtoList m_InputTensorsShapes;     // Input tensors shapes
+  TensorShapeProtoList m_OutputTensorsShapes;    // Output tensors shapes
 
   // Layer names inside the model corresponding to inputs and outputs
-  StringList m_InputLayers;                             // List of input names, as contained in the model
-  StringList m_OutputLayers;                            // List of output names, as contained in the model
+  StringList m_InputLayers;  // List of input names, as contained in the model
+  StringList m_OutputLayers; // List of output names, as contained in the model
 
 }; // end class
 
diff --git a/include/otbTensorflowMultisourceModelBase.hxx b/include/otbTensorflowMultisourceModelBase.hxx
index 752b7c9d..ccefde8f 100644
--- a/include/otbTensorflowMultisourceModelBase.hxx
+++ b/include/otbTensorflowMultisourceModelBase.hxx
@@ -18,28 +18,26 @@ namespace otb
 {
 
 template <class TInputImage, class TOutputImage>
-TensorflowMultisourceModelBase<TInputImage, TOutputImage>
-::TensorflowMultisourceModelBase()
+TensorflowMultisourceModelBase<TInputImage, TOutputImage>::TensorflowMultisourceModelBase()
 {
-  Superclass::SetCoordinateTolerance(itk::NumericTraits<double>::max() );
-  Superclass::SetDirectionTolerance(itk::NumericTraits<double>::max() );
-  
+  Superclass::SetCoordinateTolerance(itk::NumericTraits<double>::max());
+  Superclass::SetDirectionTolerance(itk::NumericTraits<double>::max());
+
   m_SavedModel = NULL;
 }
 
 template <class TInputImage, class TOutputImage>
 tensorflow::SignatureDef
-TensorflowMultisourceModelBase<TInputImage, TOutputImage>
-::GetSignatureDef()
+TensorflowMultisourceModelBase<TInputImage, TOutputImage>::GetSignatureDef()
 {
-  auto signatures = this->GetSavedModel()->GetSignatures();
+  auto                     signatures = this->GetSavedModel()->GetSignatures();
   tensorflow::SignatureDef signature_def;
 
   if (signatures.size() == 0)
   {
-    itkExceptionMacro("There are no available signatures for this tag-set. \n" <<
-                      "Please check which tag-set to use by running "<<
-                      "`saved_model_cli show --dir your_model_dir --all`");
+    itkExceptionMacro("There are no available signatures for this tag-set. \n"
+                      << "Please check which tag-set to use by running "
+                      << "`saved_model_cli show --dir your_model_dir --all`");
   }
 
   // If serving_default key exists (which is the default for TF saved model), choose it as signature
@@ -57,8 +55,9 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
 
 template <class TInputImage, class TOutputImage>
 void
-TensorflowMultisourceModelBase<TInputImage, TOutputImage>
-::PushBackInputTensorBundle(std::string placeholder, SizeType receptiveField, ImagePointerType image)
+TensorflowMultisourceModelBase<TInputImage, TOutputImage>::PushBackInputTensorBundle(std::string      placeholder,
+                                                                                     SizeType         receptiveField,
+                                                                                     ImagePointerType image)
 {
   Superclass::PushBackInput(image);
   m_InputReceptiveFields.push_back(receptiveField);
@@ -67,8 +66,7 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
 
 template <class TInputImage, class TOutputImage>
 std::stringstream
-TensorflowMultisourceModelBase<TInputImage, TOutputImage>
-::GenerateDebugReport(DictType & inputs)
+TensorflowMultisourceModelBase<TInputImage, TOutputImage>::GenerateDebugReport(DictType & inputs)
 {
   // Create a debug report
   std::stringstream debugReport;
@@ -79,18 +77,18 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
   debugReport << "Output image buffered region: " << outputReqRegion << "\n";
 
   // Describe inputs
-  for (unsigned int i = 0 ; i < this->GetNumberOfInputs() ; i++)
+  for (unsigned int i = 0; i < this->GetNumberOfInputs(); i++)
   {
-    const ImagePointerType inputPtr = const_cast<TInputImage*>(this->GetInput(i));
-    const RegionType reqRegion = inputPtr->GetRequestedRegion();
+    const ImagePointerType inputPtr = const_cast<TInputImage *>(this->GetInput(i));
+    const RegionType       reqRegion = inputPtr->GetRequestedRegion();
     debugReport << "Input #" << i << ":\n";
     debugReport << "Requested region: " << reqRegion << "\n";
     debugReport << "Tensor \"" << inputs[i].first << "\": " << tf::PrintTensorInfos(inputs[i].second) << "\n";
   }
 
   // Show user placeholders
-  debugReport << "User placeholders:\n" ;
-  for (auto& dict: this->GetUserPlaceholders())
+  debugReport << "User placeholders:\n";
+  for (auto & dict : this->GetUserPlaceholders())
   {
     debugReport << "Tensor \"" << dict.first << "\": " << tf::PrintTensorInfos(dict.second) << "\n" << std::endl;
   }
@@ -101,8 +99,7 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
 
 template <class TInputImage, class TOutputImage>
 void
-TensorflowMultisourceModelBase<TInputImage, TOutputImage>
-::RunSession(DictType & inputs, TensorListType & outputs)
+TensorflowMultisourceModelBase<TInputImage, TOutputImage>::RunSession(DictType & inputs, TensorListType & outputs)
 {
 
   // Add the user's placeholders
@@ -111,15 +108,16 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
   // Run the TF session here
   // The session will initialize the outputs
 
-  // `inputs` corresponds to a mapping {name, tensor}, with the name being specified by the user when calling TensorFlowModelServe
-  // we must adapt it to `inputs_new`, that corresponds to a mapping {layerName, tensor}, with the layerName being from the model
+  // `inputs` corresponds to a mapping {name, tensor}, with the name being specified by the user when calling
+  // TensorFlowModelServe we must adapt it to `inputs_new`, that corresponds to a mapping {layerName, tensor}, with the
+  // layerName being from the model
   DictType inputs_new;
-  int k = 0;
-  for (auto& dict: inputs)
+  int      k = 0;
+  for (auto & dict : inputs)
   {
-    DictElementType element = {m_InputLayers[k], dict.second};
+    DictElementType element = { m_InputLayers[k], dict.second };
     inputs_new.push_back(element);
-    k+=1;
+    k += 1;
   }
 
   // Run the session, evaluating our output tensors from the graph
@@ -132,16 +130,18 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
     std::stringstream debugReport = GenerateDebugReport(inputs);
 
     // Throw an exception with the report
-    itkExceptionMacro("Can't run the tensorflow session !\n" <<
-                      "Tensorflow error message:\n" << status.ToString() << "\n"
-                      "OTB Filter debug message:\n" << debugReport.str() );
+    itkExceptionMacro("Can't run the tensorflow session !\n"
+                      << "Tensorflow error message:\n"
+                      << status.ToString()
+                      << "\n"
+                         "OTB Filter debug message:\n"
+                      << debugReport.str());
   }
 }
 
 template <class TInputImage, class TOutputImage>
 void
-TensorflowMultisourceModelBase<TInputImage, TOutputImage>
-::GenerateOutputInformation()
+TensorflowMultisourceModelBase<TInputImage, TOutputImage>::GenerateOutputInformation()
 {
 
   // Check that the number of the following is the same
@@ -151,9 +151,9 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
   const unsigned int nbInputs = this->GetNumberOfInputs();
   if (nbInputs != m_InputReceptiveFields.size() || nbInputs != m_InputPlaceholders.size())
   {
-    itkExceptionMacro("Number of input images is " << nbInputs <<
-                      " but the number of input patches size is " << m_InputReceptiveFields.size() <<
-                      " and the number of input tensors names is " << m_InputPlaceholders.size());
+    itkExceptionMacro("Number of input images is "
+                      << nbInputs << " but the number of input patches size is " << m_InputReceptiveFields.size()
+                      << " and the number of input tensors names is " << m_InputPlaceholders.size());
   }
 
   //////////////////////////////////////////////////////////////////////////////////////////
@@ -168,8 +168,10 @@ TensorflowMultisourceModelBase<TInputImage, TOutputImage>
   // this will return m_OutputLayers = ['PartitionedCall:0', 'PartitionedCall:1']
   // In case the user hasn't named the output, e.g.  m_OutputTensors = [''],
   // this will return the first output m_OutputLayers = ['PartitionedCall:0']
-  tf::GetTensorAttributes(signaturedef.inputs(), m_InputPlaceholders, m_InputLayers, m_InputTensorsShapes, m_InputTensorsDataTypes);
-  tf::GetTensorAttributes(signaturedef.outputs(), m_OutputTensors, m_OutputLayers, m_OutputTensorsShapes, m_OutputTensorsDataTypes);
+  tf::GetTensorAttributes(
+    signaturedef.inputs(), m_InputPlaceholders, m_InputLayers, m_InputTensorsShapes, m_InputTensorsDataTypes);
+  tf::GetTensorAttributes(
+    signaturedef.outputs(), m_OutputTensors, m_OutputLayers, m_OutputTensorsShapes, m_OutputTensorsDataTypes);
 }
 
 
diff --git a/include/otbTensorflowMultisourceModelFilter.h b/include/otbTensorflowMultisourceModelFilter.h
index 36d781dd..bdf9a02d 100644
--- a/include/otbTensorflowMultisourceModelFilter.h
+++ b/include/otbTensorflowMultisourceModelFilter.h
@@ -80,12 +80,10 @@ namespace otb
  * \ingroup OTBTensorflow
  */
 template <class TInputImage, class TOutputImage>
-class ITK_EXPORT TensorflowMultisourceModelFilter :
-public TensorflowMultisourceModelBase<TInputImage, TOutputImage>
+class ITK_EXPORT TensorflowMultisourceModelFilter : public TensorflowMultisourceModelBase<TInputImage, TOutputImage>
 {
 
 public:
-
   /** Standard class typedefs. */
   typedef TensorflowMultisourceModelFilter                          Self;
   typedef TensorflowMultisourceModelBase<TInputImage, TOutputImage> Superclass;
@@ -99,16 +97,16 @@ public:
   itkTypeMacro(TensorflowMultisourceModelFilter, TensorflowMultisourceModelBase);
 
   /** Images typedefs */
-  typedef typename Superclass::ImageType           ImageType;
-  typedef typename Superclass::ImagePointerType    ImagePointerType;
-  typedef typename Superclass::PixelType           PixelType;
-  typedef typename Superclass::IndexType           IndexType;
-  typedef typename IndexType::IndexValueType       IndexValueType;
-  typedef typename Superclass::PointType           PointType;
-  typedef typename Superclass::SizeType            SizeType;
-  typedef typename SizeType::SizeValueType         SizeValueType;
-  typedef typename Superclass::SpacingType         SpacingType;
-  typedef typename Superclass::RegionType          RegionType;
+  typedef typename Superclass::ImageType        ImageType;
+  typedef typename Superclass::ImagePointerType ImagePointerType;
+  typedef typename Superclass::PixelType        PixelType;
+  typedef typename Superclass::IndexType        IndexType;
+  typedef typename IndexType::IndexValueType    IndexValueType;
+  typedef typename Superclass::PointType        PointType;
+  typedef typename Superclass::SizeType         SizeType;
+  typedef typename SizeType::SizeValueType      SizeValueType;
+  typedef typename Superclass::SpacingType      SpacingType;
+  typedef typename Superclass::RegionType       RegionType;
 
   typedef TOutputImage                             OutputImageType;
   typedef typename TOutputImage::PixelType         OutputPixelType;
@@ -119,12 +117,12 @@ public:
   typedef typename itk::ImageRegionConstIterator<TInputImage>              InputConstIteratorType;
 
   /* Typedefs for parameters */
-  typedef typename Superclass::DictElementType     DictElementType;
-  typedef typename Superclass::DictType            DictType;
-  typedef typename Superclass::StringList          StringList;
-  typedef typename Superclass::SizeListType        SizeListType;
-  typedef typename Superclass::TensorListType      TensorListType;
-  typedef std::vector<float>                       ScaleListType;
+  typedef typename Superclass::DictElementType DictElementType;
+  typedef typename Superclass::DictType        DictType;
+  typedef typename Superclass::StringList      StringList;
+  typedef typename Superclass::SizeListType    SizeListType;
+  typedef typename Superclass::TensorListType  TensorListType;
+  typedef std::vector<float>                   ScaleListType;
 
   itkSetMacro(OutputGridSize, SizeType);
   itkGetMacro(OutputGridSize, SizeType);
@@ -137,34 +135,43 @@ public:
 
 protected:
   TensorflowMultisourceModelFilter();
-  virtual ~TensorflowMultisourceModelFilter() {};
+  virtual ~TensorflowMultisourceModelFilter(){};
 
-  virtual void SmartPad(RegionType& region, const SizeType &patchSize);
-  virtual void SmartShrink(RegionType& region, const SizeType &patchSize);
-  virtual void ImageToExtent(ImageType* image, PointType &extentInf, PointType &extentSup, SizeType &patchSize);
-  virtual bool OutputRegionToInputRegion(const RegionType &outputRegion, RegionType &inputRegion, ImageType* &inputImage);
-  virtual void EnlargeToAlignedRegion(RegionType& region);
+  virtual void
+  SmartPad(RegionType & region, const SizeType & patchSize);
+  virtual void
+  SmartShrink(RegionType & region, const SizeType & patchSize);
+  virtual void
+  ImageToExtent(ImageType * image, PointType & extentInf, PointType & extentSup, SizeType & patchSize);
+  virtual bool
+  OutputRegionToInputRegion(const RegionType & outputRegion, RegionType & inputRegion, ImageType *& inputImage);
+  virtual void
+  EnlargeToAlignedRegion(RegionType & region);
 
-  virtual void GenerateOutputInformation(void);
+  virtual void
+  GenerateOutputInformation(void);
 
-  virtual void GenerateInputRequestedRegion(void);
+  virtual void
+  GenerateInputRequestedRegion(void);
 
-  virtual void GenerateData();
+  virtual void
+  GenerateData();
 
 private:
-  TensorflowMultisourceModelFilter(const Self&); //purposely not implemented
-  void operator=(const Self&); //purposely not implemented
+  TensorflowMultisourceModelFilter(const Self &); // purposely not implemented
+  void
+  operator=(const Self &); // purposely not implemented
 
-  SizeType                   m_OutputGridSize;       // Output grid size
-  bool                       m_ForceOutputGridSize;  // Force output grid size
-  bool                       m_FullyConvolutional;   // Convolution mode
-  float                      m_OutputSpacingScale;   // scaling of the output spacings
+  SizeType m_OutputGridSize;      // Output grid size
+  bool     m_ForceOutputGridSize; // Force output grid size
+  bool     m_FullyConvolutional;  // Convolution mode
+  float    m_OutputSpacingScale;  // scaling of the output spacings
 
   // Internal
-  SpacingType                m_OutputSpacing;     // Output image spacing
-  PointType                  m_OutputOrigin;      // Output image origin
-  SizeType                   m_OutputSize;        // Output image size
-  PixelType                  m_NullPixel;         // Pixel filled with zeros
+  SpacingType m_OutputSpacing; // Output image spacing
+  PointType   m_OutputOrigin;  // Output image origin
+  SizeType    m_OutputSize;    // Output image size
+  PixelType   m_NullPixel;     // Pixel filled with zeros
 
 }; // end class
 
diff --git a/include/otbTensorflowMultisourceModelFilter.hxx b/include/otbTensorflowMultisourceModelFilter.hxx
index d208f01a..3cbb53d9 100644
--- a/include/otbTensorflowMultisourceModelFilter.hxx
+++ b/include/otbTensorflowMultisourceModelFilter.hxx
@@ -18,9 +18,8 @@ namespace otb
 {
 
 template <class TInputImage, class TOutputImage>
-TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
-::TensorflowMultisourceModelFilter()
- {
+TensorflowMultisourceModelFilter<TInputImage, TOutputImage>::TensorflowMultisourceModelFilter()
+{
   m_OutputGridSize.Fill(0);
   m_ForceOutputGridSize = false;
   m_FullyConvolutional = false;
@@ -31,38 +30,37 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
 
   m_OutputSpacingScale = 1.0f;
 
-  Superclass::SetCoordinateTolerance(itk::NumericTraits<double>::max() );
-  Superclass::SetDirectionTolerance(itk::NumericTraits<double>::max() );
- }
+  Superclass::SetCoordinateTolerance(itk::NumericTraits<double>::max());
+  Superclass::SetDirectionTolerance(itk::NumericTraits<double>::max());
+}
 
 template <class TInputImage, class TOutputImage>
 void
-TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
-::SmartPad(RegionType& region, const SizeType &patchSize)
- {
-  for(unsigned int dim = 0; dim<OutputImageType::ImageDimension; ++dim)
-    {
+TensorflowMultisourceModelFilter<TInputImage, TOutputImage>::SmartPad(RegionType & region, const SizeType & patchSize)
+{
+  for (unsigned int dim = 0; dim < OutputImageType::ImageDimension; ++dim)
+  {
     const SizeValueType psz = patchSize[dim];
     const SizeValueType rval = 0.5 * psz;
     const SizeValueType lval = psz - rval;
     region.GetModifiableIndex()[dim] -= lval;
     region.GetModifiableSize()[dim] += psz;
-    }
- }
+  }
+}
 
 template <class TInputImage, class TOutputImage>
 void
-TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
-::SmartShrink(RegionType& region, const SizeType &patchSize)
- {
-  for(unsigned int dim = 0; dim<OutputImageType::ImageDimension; ++dim)
-    {
+TensorflowMultisourceModelFilter<TInputImage, TOutputImage>::SmartShrink(RegionType &     region,
+                                                                         const SizeType & patchSize)
+{
+  for (unsigned int dim = 0; dim < OutputImageType::ImageDimension; ++dim)
+  {
     const SizeValueType psz = patchSize[dim];
     const SizeValueType lval = 0.5 * psz;
     region.GetModifiableIndex()[dim] += lval;
     region.GetModifiableSize()[dim] -= psz - 1;
-    }
- }
+  }
+}
 
 /**
   Compute the input image extent: corners inf and sup.
@@ -70,9 +68,11 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
  */
 template <class TInputImage, class TOutputImage>
 void
-TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
-::ImageToExtent(ImageType* image, PointType &extentInf, PointType &extentSup, SizeType &patchSize)
- {
+TensorflowMultisourceModelFilter<TInputImage, TOutputImage>::ImageToExtent(ImageType * image,
+                                                                           PointType & extentInf,
+                                                                           PointType & extentSup,
+                                                                           SizeType &  patchSize)
+{
 
   // Get largest possible region
   RegionType largestPossibleRegion = image->GetLargestPossibleRegion();
@@ -89,13 +89,12 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
   PointType imageEnd;
   image->TransformIndexToPhysicalPoint(imageLastIndex, imageEnd);
   image->TransformIndexToPhysicalPoint(imageFirstIndex, imageOrigin);
-  for(unsigned int dim = 0; dim<OutputImageType::ImageDimension; ++dim)
-    {
+  for (unsigned int dim = 0; dim < OutputImageType::ImageDimension; ++dim)
+  {
     extentInf[dim] = vnl_math_min(imageOrigin[dim], imageEnd[dim]) - 0.5 * image->GetSpacing()[dim];
     extentSup[dim] = vnl_math_max(imageOrigin[dim], imageEnd[dim]) + 0.5 * image->GetSpacing()[dim];
-    }
-
- }
+  }
+}
 
 /**
   Compute the region of the input image which correspond to the given output requested region
@@ -104,9 +103,10 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
  */
 template <class TInputImage, class TOutputImage>
 bool
-TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
-::OutputRegionToInputRegion(const RegionType &outputRegion, RegionType &inputRegion, ImageType* &inputImage)
- {
+TensorflowMultisourceModelFilter<TInputImage, TOutputImage>::OutputRegionToInputRegion(const RegionType & outputRegion,
+                                                                                       RegionType &       inputRegion,
+                                                                                       ImageType *&       inputImage)
+{
 
   // Mosaic Region Start & End (mosaic image index)
   const IndexType outIndexStart = outputRegion.GetIndex();
@@ -115,45 +115,43 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
   // Mosaic Region Start & End (geo)
   PointType outPointStart, outPointEnd;
   this->GetOutput()->TransformIndexToPhysicalPoint(outIndexStart, outPointStart);
-  this->GetOutput()->TransformIndexToPhysicalPoint(outIndexEnd  , outPointEnd  );
+  this->GetOutput()->TransformIndexToPhysicalPoint(outIndexEnd, outPointEnd);
 
   // Add the half-width pixel size of the input image
   // and remove the half-width pixel size of the output image
   // (coordinates = pixel center)
   const SpacingType outputSpc = this->GetOutput()->GetSpacing();
   const SpacingType inputSpc = inputImage->GetSpacing();
-  for(unsigned int dim = 0; dim<OutputImageType::ImageDimension; ++dim)
-    {
-    const typename SpacingType::ValueType border =
-        0.5 * (inputSpc[dim] - outputSpc[dim]);
+  for (unsigned int dim = 0; dim < OutputImageType::ImageDimension; ++dim)
+  {
+    const typename SpacingType::ValueType border = 0.5 * (inputSpc[dim] - outputSpc[dim]);
     if (outPointStart[dim] < outPointEnd[dim])
-      {
+    {
       outPointStart[dim] += border;
-      outPointEnd  [dim] -= border;
-      }
+      outPointEnd[dim] -= border;
+    }
     else
-      {
+    {
       outPointStart[dim] -= border;
-      outPointEnd  [dim] += border;
-      }
+      outPointEnd[dim] += border;
     }
+  }
 
   // Mosaic Region Start & End (input image index)
   IndexType defIndexStart, defIndexEnd;
   inputImage->TransformPhysicalPointToIndex(outPointStart, defIndexStart);
-  inputImage->TransformPhysicalPointToIndex(outPointEnd  , defIndexEnd);
+  inputImage->TransformPhysicalPointToIndex(outPointEnd, defIndexEnd);
 
   // Compute input image region
-  for(unsigned int dim = 0; dim<OutputImageType::ImageDimension; ++dim)
-    {
+  for (unsigned int dim = 0; dim < OutputImageType::ImageDimension; ++dim)
+  {
     inputRegion.SetIndex(dim, vnl_math_min(defIndexStart[dim], defIndexEnd[dim]));
     inputRegion.SetSize(dim, vnl_math_max(defIndexStart[dim], defIndexEnd[dim]) - inputRegion.GetIndex(dim) + 1);
-    }
+  }
 
   // crop the input requested region at the input's largest possible region
-  return inputRegion.Crop( inputImage->GetLargestPossibleRegion() );
-
- }
+  return inputRegion.Crop(inputImage->GetLargestPossibleRegion());
+}
 
 /*
  * Enlarge the given region to the nearest aligned region.
@@ -161,11 +159,10 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
  */
 template <class TInputImage, class TOutputImage>
 void
-TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
-::EnlargeToAlignedRegion(RegionType& region)
- {
-  for(unsigned int dim = 0; dim<OutputImageType::ImageDimension; ++dim)
-    {
+TensorflowMultisourceModelFilter<TInputImage, TOutputImage>::EnlargeToAlignedRegion(RegionType & region)
+{
+  for (unsigned int dim = 0; dim < OutputImageType::ImageDimension; ++dim)
+  {
     // Get corners
     IndexValueType lower = region.GetIndex(dim);
     IndexValueType upper = lower + region.GetSize(dim);
@@ -177,22 +174,20 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
     // Move corners to aligned positions
     lower -= deltaLo;
     if (deltaUp > 0)
-      {
+    {
       upper += m_OutputGridSize[dim] - deltaUp;
-      }
+    }
 
     // Update region
     region.SetIndex(dim, lower);
     region.SetSize(dim, upper - lower);
-
-    }
- }
+  }
+}
 
 template <class TInputImage, class TOutputImage>
 void
-TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
-::GenerateOutputInformation()
- {
+TensorflowMultisourceModelFilter<TInputImage, TOutputImage>::GenerateOutputInformation()
+{
 
   Superclass::GenerateOutputInformation();
 
@@ -204,8 +199,8 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
   // OTBTF assumes that the output image has the following geometric properties:
   // (1) Image origin is the top-left pixel
   // (2) Image pixel spacing has positive x-spacing and negative y-spacing
-  m_OutputSpacing = this->GetInput(0)->GetSpacing();  // GetSpacing() returns abs. spacing
-  m_OutputSpacing[1] *= -1.0;  // Force negative y-spacing
+  m_OutputSpacing = this->GetInput(0)->GetSpacing(); // GetSpacing() returns abs. spacing
+  m_OutputSpacing[1] *= -1.0;                        // Force negative y-spacing
   m_OutputSpacing[0] *= m_OutputSpacingScale;
   m_OutputSpacing[1] *= m_OutputSpacingScale;
 
@@ -214,30 +209,32 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
   PointType extentInf, extentSup;
   extentSup.Fill(itk::NumericTraits<double>::max());
   extentInf.Fill(itk::NumericTraits<double>::NonpositiveMin());
-  for (unsigned int imageIndex = 0 ; imageIndex < this->GetNumberOfInputs() ; imageIndex++)
-    {
-    ImageType * currentImage = static_cast<ImageType *>(
-        Superclass::ProcessObject::GetInput(imageIndex) );
+  for (unsigned int imageIndex = 0; imageIndex < this->GetNumberOfInputs(); imageIndex++)
+  {
+    ImageType * currentImage = static_cast<ImageType *>(Superclass::ProcessObject::GetInput(imageIndex));
 
     // Update output image extent
     PointType currentInputImageExtentInf, currentInputImageExtentSup;
-    ImageToExtent(currentImage, currentInputImageExtentInf, currentInputImageExtentSup, this->GetInputReceptiveFields()[imageIndex]);
-    for(unsigned int dim = 0; dim<ImageType::ImageDimension; ++dim)
-      {
+    ImageToExtent(currentImage,
+                  currentInputImageExtentInf,
+                  currentInputImageExtentSup,
+                  this->GetInputReceptiveFields()[imageIndex]);
+    for (unsigned int dim = 0; dim < ImageType::ImageDimension; ++dim)
+    {
       extentInf[dim] = vnl_math_max(currentInputImageExtentInf[dim], extentInf[dim]);
       extentSup[dim] = vnl_math_min(currentInputImageExtentSup[dim], extentSup[dim]);
-      }
     }
+  }
 
 
   // Set final origin, aligned to the reference image grid.
   // Here we simply get back to the center of the pixel (extents are pixels corners coordinates)
-  m_OutputOrigin[0] =  extentInf[0] + 0.5 * this->GetInput(0)->GetSpacing()[0];
-  m_OutputOrigin[1] =  extentSup[1] - 0.5 * this->GetInput(0)->GetSpacing()[1];
+  m_OutputOrigin[0] = extentInf[0] + 0.5 * this->GetInput(0)->GetSpacing()[0];
+  m_OutputOrigin[1] = extentSup[1] - 0.5 * this->GetInput(0)->GetSpacing()[1];
 
   // Set final size
-  m_OutputSize[0] = std::floor( (extentSup[0] - extentInf[0]) / std::abs(m_OutputSpacing[0]) );
-  m_OutputSize[1] = std::floor( (extentSup[1] - extentInf[1]) / std::abs(m_OutputSpacing[1]) );
+  m_OutputSize[0] = std::floor((extentSup[0] - extentInf[0]) / std::abs(m_OutputSpacing[0]));
+  m_OutputSize[1] = std::floor((extentSup[1] - extentInf[1]) / std::abs(m_OutputSpacing[1]));
 
   // We should take in account one more thing: the expression field. It enlarge slightly the output image extent.
   m_OutputOrigin[0] -= m_OutputSpacing[0] * std::floor(0.5 * this->GetOutputExpressionFields().at(0)[0]);
@@ -247,18 +244,18 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
 
   // Set output grid size
   if (!m_ForceOutputGridSize)
-    {
+  {
     // Default is the output field of expression
     m_OutputGridSize = this->GetOutputExpressionFields().at(0);
-    }
+  }
 
   // Resize the largestPossibleRegion to be a multiple of the grid size
-  for(unsigned int dim = 0; dim<ImageType::ImageDimension; ++dim)
-    {
+  for (unsigned int dim = 0; dim < ImageType::ImageDimension; ++dim)
+  {
     if (m_OutputGridSize[dim] > m_OutputSize[dim])
       itkGenericExceptionMacro("Output grid size is larger than output image size !");
     m_OutputSize[dim] -= m_OutputSize[dim] % m_OutputGridSize[dim];
-    }
+  }
 
   // Set the largest possible region
   RegionType largestPossibleRegion;
@@ -269,38 +266,39 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
   //////////////////////////////////////////////////////////////////////////////////////////
 
   unsigned int outputPixelSize = 0;
-  for (auto& protoShape: this->GetOutputTensorsShapes())
-    {
+  for (auto & protoShape : this->GetOutputTensorsShapes())
+  {
     // Find the number of components
     if (protoShape.dim_size() > 4)
-      {
-      itkExceptionMacro("dim_size=" << protoShape.dim_size() << " currently not supported. "
-          "Keep in mind that output tensors must have 1, 2, 3 or 4 dimensions. "
-          "In the case of 1-dimensional tensor, the first dimension is for the batch, "
-          "and we assume that the output tensor has 1 channel. "
-          "In the case of 2-dimensional tensor, the first dimension is for the batch, "
-          "and the second is the number of components. "
-          "In the case of 3-dimensional tensor, the first dimension is for the batch, "
-          "and other dims are for (x, y). "
-          "In the case of 4-dimensional tensor, the first dimension is for the batch, "
-          "and the second and the third are for (x, y). The last is for the number of "
-          "channels. ");
-      }
+    {
+      itkExceptionMacro("dim_size=" << protoShape.dim_size()
+                                    << " currently not supported. "
+                                       "Keep in mind that output tensors must have 1, 2, 3 or 4 dimensions. "
+                                       "In the case of 1-dimensional tensor, the first dimension is for the batch, "
+                                       "and we assume that the output tensor has 1 channel. "
+                                       "In the case of 2-dimensional tensor, the first dimension is for the batch, "
+                                       "and the second is the number of components. "
+                                       "In the case of 3-dimensional tensor, the first dimension is for the batch, "
+                                       "and other dims are for (x, y). "
+                                       "In the case of 4-dimensional tensor, the first dimension is for the batch, "
+                                       "and the second and the third are for (x, y). The last is for the number of "
+                                       "channels. ");
+    }
     unsigned int nComponents = tf::GetNumberOfChannelsFromShapeProto(protoShape);
     outputPixelSize += nComponents;
-    }
+  }
 
   // Copy input image projection
-  ImageType * inputImage = static_cast<ImageType * >( Superclass::ProcessObject::GetInput(0) );
+  ImageType *       inputImage = static_cast<ImageType *>(Superclass::ProcessObject::GetInput(0));
   const std::string projectionRef = inputImage->GetProjectionRef();
 
   // Set output image origin/spacing/size/projection
   ImageType * outputPtr = this->GetOutput();
   outputPtr->SetNumberOfComponentsPerPixel(outputPixelSize);
-  outputPtr->SetProjectionRef        ( projectionRef );
-  outputPtr->SetOrigin               ( m_OutputOrigin );
-  outputPtr->SetSignedSpacing        ( m_OutputSpacing );
-  outputPtr->SetLargestPossibleRegion( largestPossibleRegion );
+  outputPtr->SetProjectionRef(projectionRef);
+  outputPtr->SetOrigin(m_OutputOrigin);
+  outputPtr->SetSignedSpacing(m_OutputSpacing);
+  outputPtr->SetLargestPossibleRegion(largestPossibleRegion);
 
   // Set null pixel
   m_NullPixel.SetSize(outputPtr->GetNumberOfComponentsPerPixel());
@@ -312,14 +310,12 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
 
   itk::EncapsulateMetaData(outputPtr->GetMetaDataDictionary(), MetaDataKey::TileHintX, m_OutputGridSize[0]);
   itk::EncapsulateMetaData(outputPtr->GetMetaDataDictionary(), MetaDataKey::TileHintY, m_OutputGridSize[1]);
-
- }
+}
 
 template <class TInputImage, class TOutputImage>
 void
-TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
-::GenerateInputRequestedRegion()
- {
+TensorflowMultisourceModelFilter<TInputImage, TOutputImage>::GenerateInputRequestedRegion()
+{
   Superclass::GenerateInputRequestedRegion();
 
   // Output requested region
@@ -329,35 +325,37 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
   EnlargeToAlignedRegion(requestedRegion);
 
   // For each image, get the requested region
-  for(unsigned int i = 0; i < this->GetNumberOfInputs(); ++i)
-    {
-    ImageType * inputImage = static_cast<ImageType * >( Superclass::ProcessObject::GetInput(i) );
+  for (unsigned int i = 0; i < this->GetNumberOfInputs(); ++i)
+  {
+    ImageType * inputImage = static_cast<ImageType *>(Superclass::ProcessObject::GetInput(i));
 
     // Compute the requested region
     RegionType inRegion;
-    if (!OutputRegionToInputRegion(requestedRegion, inRegion, inputImage) )
-      {
+    if (!OutputRegionToInputRegion(requestedRegion, inRegion, inputImage))
+    {
       // Image does not overlap requested region: set requested region to null
-      otbLogMacro(Debug,  << "Image #" << i << " :\n" << inRegion << " is outside the requested region");
+      otbLogMacro(Debug, << "Image #" << i << " :\n" << inRegion << " is outside the requested region");
       inRegion.GetModifiableIndex().Fill(0);
       inRegion.GetModifiableSize().Fill(0);
-      }
+    }
 
     // Compute the FOV-scale*FOE radius to pad
     SizeType toPad(this->GetInputReceptiveFields().at(i));
-    for(unsigned int dim = 0; dim<ImageType::ImageDimension; ++dim)
-      {
-      int valToPad = 1 + (this->GetOutputExpressionFields().at(0)[dim] - 1) * m_OutputSpacingScale * this->GetInput(0)->GetSpacing()[dim] / this->GetInput(i)->GetSpacing()[dim] ;
+    for (unsigned int dim = 0; dim < ImageType::ImageDimension; ++dim)
+    {
+      int valToPad = 1 + (this->GetOutputExpressionFields().at(0)[dim] - 1) * m_OutputSpacingScale *
+                           this->GetInput(0)->GetSpacing()[dim] / this->GetInput(i)->GetSpacing()[dim];
       if (valToPad > toPad[dim])
-        itkExceptionMacro("The input requested region of source #" << i << " is not consistent (dim "<< dim<< ")." <<
-                          "Please check RF, EF, SF vs physical spacing of your image!" <<
-                          "\nReceptive field: " << this->GetInputReceptiveFields().at(i)[dim] <<
-                          "\nExpression field: " << this->GetOutputExpressionFields().at(0)[dim] <<
-                          "\nScale factor: " << m_OutputSpacingScale <<
-                          "\nReference image spacing: " << this->GetInput(0)->GetSpacing()[dim] <<
-                          "\nImage " << i << " spacing: " << this->GetInput(i)->GetSpacing()[dim]);
+        itkExceptionMacro("The input requested region of source #"
+                          << i << " is not consistent (dim " << dim << ")."
+                          << "Please check RF, EF, SF vs physical spacing of your image!"
+                          << "\nReceptive field: " << this->GetInputReceptiveFields().at(i)[dim]
+                          << "\nExpression field: " << this->GetOutputExpressionFields().at(0)[dim]
+                          << "\nScale factor: " << m_OutputSpacingScale
+                          << "\nReference image spacing: " << this->GetInput(0)->GetSpacing()[dim] << "\nImage " << i
+                          << " spacing: " << this->GetInput(i)->GetSpacing()[dim]);
       toPad[dim] -= valToPad;
-      }
+    }
 
     // Pad with radius
     SmartPad(inRegion, toPad);
@@ -368,30 +366,28 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
     // can be one pixel larger when the input image regions are not physically
     // aligned.
     if (!m_FullyConvolutional)
-      {
+    {
       inRegion.PadByRadius(1);
-      }
+    }
 
     inRegion.Crop(inputImage->GetLargestPossibleRegion());
 
     // Update the requested region
     inputImage->SetRequestedRegion(inRegion);
 
-    } // next image
-
- }
+  } // next image
+}
 
 /**
  * Compute the output image
  */
 template <class TInputImage, class TOutputImage>
 void
-TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
-::GenerateData()
- {
+TensorflowMultisourceModelFilter<TInputImage, TOutputImage>::GenerateData()
+{
   // Output pointer and requested region
   typename TOutputImage::Pointer outputPtr = this->GetOutput();
-  const RegionType outputReqRegion = outputPtr->GetRequestedRegion();
+  const RegionType               outputReqRegion = outputPtr->GetRequestedRegion();
 
   // Get the aligned output requested region
   RegionType outputAlignedReqRegion(outputReqRegion);
@@ -404,10 +400,10 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
 
 
   // Populate input tensors
-  for (unsigned int i = 0 ; i < nInputs ; i++)
-    {
+  for (unsigned int i = 0; i < nInputs; i++)
+  {
     // Input image pointer
-    const ImagePointerType inputPtr = const_cast<TInputImage*>(this->GetInput(i));
+    const ImagePointerType inputPtr = const_cast<TInputImage *>(this->GetInput(i));
 
     // Patch size of tensor #i
     const SizeType inputPatchSize = this->GetInputReceptiveFields().at(i);
@@ -416,13 +412,13 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
     const RegionType reqRegion = inputPtr->GetRequestedRegion();
 
     if (m_FullyConvolutional)
-      {
+    {
       // Shape of input tensor #i
-      tensorflow::int64 sz_n = 1;
-      tensorflow::int64 sz_y = reqRegion.GetSize(1);
-      tensorflow::int64 sz_x = reqRegion.GetSize(0);
-      tensorflow::int64 sz_c = inputPtr->GetNumberOfComponentsPerPixel();
-      tensorflow::TensorShape inputTensorShape({sz_n, sz_y, sz_x, sz_c});
+      tensorflow::int64       sz_n = 1;
+      tensorflow::int64       sz_y = reqRegion.GetSize(1);
+      tensorflow::int64       sz_x = reqRegion.GetSize(0);
+      tensorflow::int64       sz_c = inputPtr->GetNumberOfComponentsPerPixel();
+      tensorflow::TensorShape inputTensorShape({ sz_n, sz_y, sz_x, sz_c });
 
       // Create the input tensor
       tensorflow::Tensor inputTensor(this->GetInputTensorsDataTypes()[i], inputTensorShape);
@@ -433,16 +429,16 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
       // Input is the tensor representing the subset of image
       DictElementType input = { this->GetInputPlaceholders()[i], inputTensor };
       inputs.push_back(input);
-      }
+    }
     else
-      {
+    {
       // Preparing patches
       // Shape of input tensor #i
-      tensorflow::int64 sz_n = outputReqRegion.GetNumberOfPixels();
-      tensorflow::int64 sz_y = inputPatchSize[1];
-      tensorflow::int64 sz_x = inputPatchSize[0];
-      tensorflow::int64 sz_c = inputPtr->GetNumberOfComponentsPerPixel();
-      tensorflow::TensorShape inputTensorShape({sz_n, sz_y, sz_x, sz_c});
+      tensorflow::int64       sz_n = outputReqRegion.GetNumberOfPixels();
+      tensorflow::int64       sz_y = inputPatchSize[1];
+      tensorflow::int64       sz_x = inputPatchSize[0];
+      tensorflow::int64       sz_c = inputPtr->GetNumberOfComponentsPerPixel();
+      tensorflow::TensorShape inputTensorShape({ sz_n, sz_y, sz_x, sz_c });
 
       // Create the input tensor
       tensorflow::Tensor inputTensor(this->GetInputTensorsDataTypes()[i], inputTensorShape);
@@ -450,10 +446,10 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
       // Fill the input tensor.
       // We iterate over points which are located from the index iterator
       // moving through the output image requested region
-      unsigned int elemIndex = 0;
+      unsigned int      elemIndex = 0;
       IndexIteratorType idxIt(outputPtr, outputReqRegion);
       for (idxIt.GoToBegin(); !idxIt.IsAtEnd(); ++idxIt)
-        {
+      {
         // Get the coordinates of the current output pixel
         PointType point;
         outputPtr->TransformIndexToPhysicalPoint(idxIt.GetIndex(), point);
@@ -461,15 +457,15 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
         // Sample the i-th input patch centered on the point
         tf::SampleCenteredPatch<TInputImage>(inputPtr, point, inputPatchSize, inputTensor, elemIndex);
         elemIndex++;
-        }
+      }
 
       // Input is the tensor of patches (aka the batch)
       DictElementType input = { this->GetInputPlaceholders()[i], inputTensor };
       inputs.push_back(input);
 
-      } // mode is not full convolutional
+    } // mode is not full convolutional
 
-    } // next input tensor
+  } // next input tensor
 
   // Run session
   // TODO: see if we print some info about inputs/outputs of the model e.g. m_OutputTensors
@@ -483,26 +479,25 @@ TensorflowMultisourceModelFilter<TInputImage, TOutputImage>
 
   // Get output tensors
   int bandOffset = 0;
-  for (unsigned int i = 0 ; i < outputs.size() ; i++)
-    {
+  for (unsigned int i = 0; i < outputs.size(); i++)
+  {
     // The offset (i.e. the starting index of the channel for the output tensor) is updated
     // during this call
-    // TODO: implement a generic strategy enabling expression field copy in patch-based mode (see tf::CopyTensorToImageRegion)
+    // TODO: implement a generic strategy enabling expression field copy in patch-based mode (see
+    // tf::CopyTensorToImageRegion)
     try
-      {
-      tf::CopyTensorToImageRegion<TOutputImage> (outputs[i],
-          outputAlignedReqRegion, outputPtr, outputReqRegion, bandOffset);
-      }
-    catch( itk::ExceptionObject & err )
-      {
+    {
+      tf::CopyTensorToImageRegion<TOutputImage>(
+        outputs[i], outputAlignedReqRegion, outputPtr, outputReqRegion, bandOffset);
+    }
+    catch (itk::ExceptionObject & err)
+    {
       std::stringstream debugMsg = this->GenerateDebugReport(inputs);
       itkExceptionMacro("Error occurred during tensor to image conversion.\n"
-          << "Context: " << debugMsg.str()
-          << "Error:" << err);
-      }
+                        << "Context: " << debugMsg.str() << "Error:" << err);
     }
-
- }
+  }
+}
 
 
 } // end namespace otb
diff --git a/include/otbTensorflowMultisourceModelLearningBase.h b/include/otbTensorflowMultisourceModelLearningBase.h
index 0663f17a..6e01317d 100644
--- a/include/otbTensorflowMultisourceModelLearningBase.h
+++ b/include/otbTensorflowMultisourceModelLearningBase.h
@@ -53,37 +53,35 @@ namespace otb
  * \ingroup OTBTensorflow
  */
 template <class TInputImage>
-class ITK_EXPORT TensorflowMultisourceModelLearningBase :
-public TensorflowMultisourceModelBase<TInputImage>
+class ITK_EXPORT TensorflowMultisourceModelLearningBase : public TensorflowMultisourceModelBase<TInputImage>
 {
 public:
-
   /** Standard class typedefs. */
-  typedef TensorflowMultisourceModelLearningBase       Self;
-  typedef TensorflowMultisourceModelBase<TInputImage>  Superclass;
-  typedef itk::SmartPointer<Self>                      Pointer;
-  typedef itk::SmartPointer<const Self>                ConstPointer;
+  typedef TensorflowMultisourceModelLearningBase      Self;
+  typedef TensorflowMultisourceModelBase<TInputImage> Superclass;
+  typedef itk::SmartPointer<Self>                     Pointer;
+  typedef itk::SmartPointer<const Self>               ConstPointer;
 
   /** Run-time type information (and related methods). */
   itkTypeMacro(TensorflowMultisourceModelLearningBase, TensorflowMultisourceModelBase);
 
   /** Images typedefs */
-  typedef typename Superclass::ImageType         ImageType;
-  typedef typename Superclass::ImagePointerType  ImagePointerType;
-  typedef typename Superclass::RegionType        RegionType;
-  typedef typename Superclass::SizeType          SizeType;
-  typedef typename Superclass::IndexType         IndexType;
+  typedef typename Superclass::ImageType        ImageType;
+  typedef typename Superclass::ImagePointerType ImagePointerType;
+  typedef typename Superclass::RegionType       RegionType;
+  typedef typename Superclass::SizeType         SizeType;
+  typedef typename Superclass::IndexType        IndexType;
 
   /* Typedefs for parameters */
-  typedef typename Superclass::DictType          DictType;
-  typedef typename Superclass::DictElementType   DictElementType;
-  typedef typename Superclass::StringList        StringList;
-  typedef typename Superclass::SizeListType      SizeListType;
-  typedef typename Superclass::TensorListType    TensorListType;
+  typedef typename Superclass::DictType        DictType;
+  typedef typename Superclass::DictElementType DictElementType;
+  typedef typename Superclass::StringList      StringList;
+  typedef typename Superclass::SizeListType    SizeListType;
+  typedef typename Superclass::TensorListType  TensorListType;
 
   /* Typedefs for index */
-  typedef typename ImageType::IndexValueType     IndexValueType;
-  typedef std::vector<IndexValueType>            IndexListType;
+  typedef typename ImageType::IndexValueType IndexValueType;
+  typedef std::vector<IndexValueType>        IndexListType;
 
   // Batch size
   itkSetMacro(BatchSize, IndexValueType);
@@ -98,29 +96,36 @@ public:
 
 protected:
   TensorflowMultisourceModelLearningBase();
-  virtual ~TensorflowMultisourceModelLearningBase() {};
+  virtual ~TensorflowMultisourceModelLearningBase(){};
 
-  virtual void GenerateOutputInformation(void) override;
+  virtual void
+  GenerateOutputInformation(void) override;
 
-  virtual void GenerateInputRequestedRegion();
+  virtual void
+  GenerateInputRequestedRegion();
 
-  virtual void GenerateData();
+  virtual void
+  GenerateData();
 
-  virtual void PopulateInputTensors(DictType & inputs, const IndexValueType & sampleStart,
-      const IndexValueType & batchSize, const IndexListType & order);
+  virtual void
+  PopulateInputTensors(DictType &             inputs,
+                       const IndexValueType & sampleStart,
+                       const IndexValueType & batchSize,
+                       const IndexListType &  order);
 
-  virtual void ProcessBatch(DictType & inputs, const IndexValueType & sampleStart,
-      const IndexValueType & batchSize) = 0;
+  virtual void
+  ProcessBatch(DictType & inputs, const IndexValueType & sampleStart, const IndexValueType & batchSize) = 0;
 
 private:
-  TensorflowMultisourceModelLearningBase(const Self&); //purposely not implemented
-  void operator=(const Self&); //purposely not implemented
+  TensorflowMultisourceModelLearningBase(const Self &); // purposely not implemented
+  void
+  operator=(const Self &); // purposely not implemented
 
-  unsigned int          m_BatchSize;       // Batch size
-  bool                  m_UseStreaming;    // Use streaming on/off
+  unsigned int m_BatchSize;    // Batch size
+  bool         m_UseStreaming; // Use streaming on/off
 
   // Read only
-  IndexValueType        m_NumberOfSamples; // Number of samples
+  IndexValueType m_NumberOfSamples; // Number of samples
 
 }; // end class
 
diff --git a/include/otbTensorflowMultisourceModelLearningBase.hxx b/include/otbTensorflowMultisourceModelLearningBase.hxx
index 28b2328b..bfa26d4d 100644
--- a/include/otbTensorflowMultisourceModelLearningBase.hxx
+++ b/include/otbTensorflowMultisourceModelLearningBase.hxx
@@ -18,39 +18,38 @@ namespace otb
 {
 
 template <class TInputImage>
-TensorflowMultisourceModelLearningBase<TInputImage>
-::TensorflowMultisourceModelLearningBase(): m_BatchSize(100),
-m_UseStreaming(false), m_NumberOfSamples(0)
- {
- }
+TensorflowMultisourceModelLearningBase<TInputImage>::TensorflowMultisourceModelLearningBase()
+  : m_BatchSize(100)
+  , m_UseStreaming(false)
+  , m_NumberOfSamples(0)
+{}
 
 
 template <class TInputImage>
 void
-TensorflowMultisourceModelLearningBase<TInputImage>
-::GenerateOutputInformation()
- {
+TensorflowMultisourceModelLearningBase<TInputImage>::GenerateOutputInformation()
+{
   Superclass::GenerateOutputInformation();
 
   // Set an empty output buffered region
   ImageType * outputPtr = this->GetOutput();
-  RegionType nullRegion;
+  RegionType  nullRegion;
   nullRegion.GetModifiableSize().Fill(1);
   outputPtr->SetNumberOfComponentsPerPixel(1);
-  outputPtr->SetLargestPossibleRegion( nullRegion );
+  outputPtr->SetLargestPossibleRegion(nullRegion);
 
   // Count the number of samples
   m_NumberOfSamples = 0;
-  for (unsigned int i = 0 ; i < this->GetNumberOfInputs() ; i++)
-    {
+  for (unsigned int i = 0; i < this->GetNumberOfInputs(); i++)
+  {
     // Input image pointer
-    ImagePointerType inputPtr = const_cast<ImageType*>(this->GetInput(i));
+    ImagePointerType inputPtr = const_cast<ImageType *>(this->GetInput(i));
 
     // Make sure input is available
-    if ( inputPtr.IsNull() )
-      {
+    if (inputPtr.IsNull())
+    {
       itkExceptionMacro(<< "Input " << i << " is null!");
-      }
+    }
 
     // Update input information
     inputPtr->UpdateOutputInformation();
@@ -63,67 +62,62 @@ TensorflowMultisourceModelLearningBase<TInputImage>
 
     // Check size X
     if (inputPatchSize[0] != reqRegion.GetSize(0))
-      itkExceptionMacro("Patch size for input " << i
-          << " is " << inputPatchSize
-          << " but input patches image size is " << reqRegion.GetSize());
+      itkExceptionMacro("Patch size for input " << i << " is " << inputPatchSize << " but input patches image size is "
+                                                << reqRegion.GetSize());
 
     // Check size Y
     if (reqRegion.GetSize(1) % inputPatchSize[1] != 0)
       itkExceptionMacro("Input patches image must have a number of rows which is "
-          << "a multiple of the patch size Y! Patches image has " << reqRegion.GetSize(1)
-          << " rows but patch size Y is " <<  inputPatchSize[1] << " for input " << i);
+                        << "a multiple of the patch size Y! Patches image has " << reqRegion.GetSize(1)
+                        << " rows but patch size Y is " << inputPatchSize[1] << " for input " << i);
 
     // Get the batch size
     const IndexValueType currNumberOfSamples = reqRegion.GetSize(1) / inputPatchSize[1];
 
     // Check the consistency with other inputs
     if (m_NumberOfSamples == 0)
-      {
+    {
       m_NumberOfSamples = currNumberOfSamples;
-      }
+    }
     else if (m_NumberOfSamples != currNumberOfSamples)
-      {
-      itkGenericExceptionMacro("Batch size of input " << (i-1)
-          << " was " << m_NumberOfSamples
-          << " but input " << i
-          << " has a batch size of " << currNumberOfSamples );
-      }
-    } // next input
- }
+    {
+      itkGenericExceptionMacro("Batch size of input " << (i - 1) << " was " << m_NumberOfSamples << " but input " << i
+                                                      << " has a batch size of " << currNumberOfSamples);
+    }
+  } // next input
+}
 
 template <class TInputImage>
 void
-TensorflowMultisourceModelLearningBase<TInputImage>
-::GenerateInputRequestedRegion()
- {
+TensorflowMultisourceModelLearningBase<TInputImage>::GenerateInputRequestedRegion()
+{
   Superclass::GenerateInputRequestedRegion();
 
   // For each image, set the requested region
   RegionType nullRegion;
-  for(unsigned int i = 0; i < this->GetNumberOfInputs(); ++i)
-    {
-    ImageType * inputImage = static_cast<ImageType * >( Superclass::ProcessObject::GetInput(i) );
+  for (unsigned int i = 0; i < this->GetNumberOfInputs(); ++i)
+  {
+    ImageType * inputImage = static_cast<ImageType *>(Superclass::ProcessObject::GetInput(i));
 
     // If the streaming is enabled, we don't read the full image
     if (m_UseStreaming)
-      {
+    {
       inputImage->SetRequestedRegion(nullRegion);
-      }
+    }
     else
-      {
+    {
       inputImage->SetRequestedRegion(inputImage->GetLargestPossibleRegion());
-      }
-    } // next image
- }
+    }
+  } // next image
+}
 
 /**
  *
  */
 template <class TInputImage>
 void
-TensorflowMultisourceModelLearningBase<TInputImage>
-::GenerateData()
- {
+TensorflowMultisourceModelLearningBase<TInputImage>::GenerateData()
+{
 
   // Batches loop
   const IndexValueType nBatches = std::ceil(m_NumberOfSamples / m_BatchSize);
@@ -131,15 +125,15 @@ TensorflowMultisourceModelLearningBase<TInputImage>
 
   itk::ProgressReporter progress(this, 0, nBatches);
 
-  for (IndexValueType batch = 0 ; batch < nBatches ; batch++)
-    {
+  for (IndexValueType batch = 0; batch < nBatches; batch++)
+  {
 
     // Feed dict
     DictType inputs;
 
     // Batch start and size
     const IndexValueType sampleStart = batch * m_BatchSize;
-    IndexValueType batchSize = m_BatchSize;
+    IndexValueType       batchSize = m_BatchSize;
     if (rest != 0 && batch == nBatches - 1)
     {
       batchSize = rest;
@@ -149,40 +143,40 @@ TensorflowMultisourceModelLearningBase<TInputImage>
     this->ProcessBatch(inputs, sampleStart, batchSize);
 
     progress.CompletedPixel();
-    } // Next batch
-
- }
+  } // Next batch
+}
 
 template <class TInputImage>
 void
-TensorflowMultisourceModelLearningBase<TInputImage>
-::PopulateInputTensors(DictType & inputs, const IndexValueType & sampleStart,
-    const IndexValueType & batchSize, const IndexListType & order)
- {
+TensorflowMultisourceModelLearningBase<TInputImage>::PopulateInputTensors(DictType &             inputs,
+                                                                          const IndexValueType & sampleStart,
+                                                                          const IndexValueType & batchSize,
+                                                                          const IndexListType &  order)
+{
   const bool reorder = order.size();
 
   // Populate input tensors
-  for (unsigned int i = 0 ; i < this->GetNumberOfInputs() ; i++)
-    {
+  for (unsigned int i = 0; i < this->GetNumberOfInputs(); i++)
+  {
     // Input image pointer
-    ImagePointerType inputPtr = const_cast<ImageType*>(this->GetInput(i));
+    ImagePointerType inputPtr = const_cast<ImageType *>(this->GetInput(i));
 
     // Patch size of tensor #i
     const SizeType inputPatchSize = this->GetInputReceptiveFields().at(i);
 
     // Create the tensor for the batch
-    const tensorflow::int64 sz_n = batchSize;
-    const tensorflow::int64 sz_y = inputPatchSize[1];
-    const tensorflow::int64 sz_x = inputPatchSize[0];
-    const tensorflow::int64 sz_c = inputPtr->GetNumberOfComponentsPerPixel();
-    const tensorflow::TensorShape inputTensorShape({sz_n, sz_y, sz_x, sz_c});
-    tensorflow::Tensor inputTensor(this->GetInputTensorsDataTypes()[i], inputTensorShape);
+    const tensorflow::int64       sz_n = batchSize;
+    const tensorflow::int64       sz_y = inputPatchSize[1];
+    const tensorflow::int64       sz_x = inputPatchSize[0];
+    const tensorflow::int64       sz_c = inputPtr->GetNumberOfComponentsPerPixel();
+    const tensorflow::TensorShape inputTensorShape({ sz_n, sz_y, sz_x, sz_c });
+    tensorflow::Tensor            inputTensor(this->GetInputTensorsDataTypes()[i], inputTensorShape);
 
     // Populate the tensor
-    for (IndexValueType elem = 0 ; elem < batchSize ; elem++)
-      {
+    for (IndexValueType elem = 0; elem < batchSize; elem++)
+    {
       const tensorflow::uint64 samplePos = sampleStart + elem;
-      IndexType start;
+      IndexType                start;
       start[0] = 0;
       if (reorder)
       {
@@ -190,7 +184,8 @@ TensorflowMultisourceModelLearningBase<TInputImage>
       }
       else
       {
-        start[1] = samplePos * sz_y;;
+        start[1] = samplePos * sz_y;
+        ;
       }
       RegionType patchRegion(start, inputPatchSize);
       if (m_UseStreaming)
@@ -198,14 +193,14 @@ TensorflowMultisourceModelLearningBase<TInputImage>
         // If streaming is enabled, we need to explicitly propagate requested region
         tf::PropagateRequestedRegion<TInputImage>(inputPtr, patchRegion);
       }
-      tf::RecopyImageRegionToTensorWithCast<TInputImage>(inputPtr, patchRegion, inputTensor, elem );
-      }
+      tf::RecopyImageRegionToTensorWithCast<TInputImage>(inputPtr, patchRegion, inputTensor, elem);
+    }
 
     // Input #i : the tensor of patches (aka the batch)
     DictElementType input = { this->GetInputPlaceholders()[i], inputTensor };
     inputs.push_back(input);
-    } // next input tensor
- }
+  } // next input tensor
+}
 
 
 } // end namespace otb
diff --git a/include/otbTensorflowMultisourceModelTrain.h b/include/otbTensorflowMultisourceModelTrain.h
index 8ec4c38c..694f09e0 100644
--- a/include/otbTensorflowMultisourceModelTrain.h
+++ b/include/otbTensorflowMultisourceModelTrain.h
@@ -34,11 +34,9 @@ namespace otb
  * \ingroup OTBTensorflow
  */
 template <class TInputImage>
-class ITK_EXPORT TensorflowMultisourceModelTrain :
-public TensorflowMultisourceModelLearningBase<TInputImage>
+class ITK_EXPORT TensorflowMultisourceModelTrain : public TensorflowMultisourceModelLearningBase<TInputImage>
 {
 public:
-
   /** Standard class typedefs. */
   typedef TensorflowMultisourceModelTrain                     Self;
   typedef TensorflowMultisourceModelLearningBase<TInputImage> Superclass;
@@ -52,25 +50,27 @@ public:
   itkTypeMacro(TensorflowMultisourceModelTrain, TensorflowMultisourceModelLearningBase);
 
   /** Superclass typedefs */
-  typedef typename Superclass::DictType          DictType;
-  typedef typename Superclass::TensorListType    TensorListType;
-  typedef typename Superclass::IndexValueType    IndexValueType;
-  typedef typename Superclass::IndexListType     IndexListType;
+  typedef typename Superclass::DictType       DictType;
+  typedef typename Superclass::TensorListType TensorListType;
+  typedef typename Superclass::IndexValueType IndexValueType;
+  typedef typename Superclass::IndexListType  IndexListType;
 
 
 protected:
   TensorflowMultisourceModelTrain();
-  virtual ~TensorflowMultisourceModelTrain() {};
+  virtual ~TensorflowMultisourceModelTrain(){};
 
-  virtual void GenerateData();
-  virtual void ProcessBatch(DictType & inputs, const IndexValueType & sampleStart,
-      const IndexValueType & batchSize);
+  virtual void
+  GenerateData();
+  virtual void
+  ProcessBatch(DictType & inputs, const IndexValueType & sampleStart, const IndexValueType & batchSize);
 
 private:
-  TensorflowMultisourceModelTrain(const Self&); //purposely not implemented
-  void operator=(const Self&); //purposely not implemented
+  TensorflowMultisourceModelTrain(const Self &); // purposely not implemented
+  void
+  operator=(const Self &); // purposely not implemented
 
-  IndexListType     m_RandomIndices;           // Reordered indices
+  IndexListType m_RandomIndices; // Reordered indices
 
 }; // end class
 
diff --git a/include/otbTensorflowMultisourceModelTrain.hxx b/include/otbTensorflowMultisourceModelTrain.hxx
index 272dd639..46bc2d7b 100644
--- a/include/otbTensorflowMultisourceModelTrain.hxx
+++ b/include/otbTensorflowMultisourceModelTrain.hxx
@@ -18,37 +18,33 @@ namespace otb
 {
 
 template <class TInputImage>
-TensorflowMultisourceModelTrain<TInputImage>
-::TensorflowMultisourceModelTrain()
- {
- }
+TensorflowMultisourceModelTrain<TInputImage>::TensorflowMultisourceModelTrain()
+{}
 
 template <class TInputImage>
 void
-TensorflowMultisourceModelTrain<TInputImage>
-::GenerateData()
- {
+TensorflowMultisourceModelTrain<TInputImage>::GenerateData()
+{
 
   // Initial sequence 1...N
   m_RandomIndices.resize(this->GetNumberOfSamples());
-  std::iota (std::begin(m_RandomIndices), std::end(m_RandomIndices), 0);
+  std::iota(std::begin(m_RandomIndices), std::end(m_RandomIndices), 0);
 
   // Shuffle the sequence
   std::random_device rd;
-  std::mt19937 g(rd());
+  std::mt19937       g(rd());
   std::shuffle(m_RandomIndices.begin(), m_RandomIndices.end(), g);
 
   // Call the generic method
   Superclass::GenerateData();
-
- }
+}
 
 template <class TInputImage>
 void
-TensorflowMultisourceModelTrain<TInputImage>
-::ProcessBatch(DictType & inputs, const IndexValueType & sampleStart,
-    const IndexValueType & batchSize)
- {
+TensorflowMultisourceModelTrain<TInputImage>::ProcessBatch(DictType &             inputs,
+                                                           const IndexValueType & sampleStart,
+                                                           const IndexValueType & batchSize)
+{
   // Populate input tensors
   this->PopulateInputTensors(inputs, sampleStart, batchSize, m_RandomIndices);
 
@@ -57,12 +53,11 @@ TensorflowMultisourceModelTrain<TInputImage>
   this->RunSession(inputs, outputs);
 
   // Display outputs tensors
-  for (auto& o: outputs)
+  for (auto & o : outputs)
   {
     tf::PrintTensorInfos(o);
   }
-
- }
+}
 
 
 } // end namespace otb
diff --git a/include/otbTensorflowMultisourceModelValidate.h b/include/otbTensorflowMultisourceModelValidate.h
index 322f6a24..54691747 100644
--- a/include/otbTensorflowMultisourceModelValidate.h
+++ b/include/otbTensorflowMultisourceModelValidate.h
@@ -42,11 +42,9 @@ namespace otb
  * \ingroup OTBTensorflow
  */
 template <class TInputImage>
-class ITK_EXPORT TensorflowMultisourceModelValidate :
-public TensorflowMultisourceModelLearningBase<TInputImage>
+class ITK_EXPORT TensorflowMultisourceModelValidate : public TensorflowMultisourceModelLearningBase<TInputImage>
 {
 public:
-
   /** Standard class typedefs. */
   typedef TensorflowMultisourceModelValidate                  Self;
   typedef TensorflowMultisourceModelLearningBase<TInputImage> Superclass;
@@ -60,20 +58,20 @@ public:
   itkTypeMacro(TensorflowMultisourceModelValidate, TensorflowMultisourceModelLearningBase);
 
   /** Images typedefs */
-  typedef typename Superclass::ImageType         ImageType;
-  typedef typename Superclass::ImagePointerType  ImagePointerType;
-  typedef typename Superclass::RegionType        RegionType;
-  typedef typename Superclass::SizeType          SizeType;
-  typedef typename Superclass::IndexType         IndexType;
-  typedef std::vector<ImagePointerType>          ImageListType;
+  typedef typename Superclass::ImageType        ImageType;
+  typedef typename Superclass::ImagePointerType ImagePointerType;
+  typedef typename Superclass::RegionType       RegionType;
+  typedef typename Superclass::SizeType         SizeType;
+  typedef typename Superclass::IndexType        IndexType;
+  typedef std::vector<ImagePointerType>         ImageListType;
 
   /* Typedefs for parameters */
-  typedef typename Superclass::DictType          DictType;
-  typedef typename Superclass::StringList        StringList;
-  typedef typename Superclass::SizeListType      SizeListType;
-  typedef typename Superclass::TensorListType    TensorListType;
-  typedef typename Superclass::IndexValueType    IndexValueType;
-  typedef typename Superclass::IndexListType     IndexListType;
+  typedef typename Superclass::DictType       DictType;
+  typedef typename Superclass::StringList     StringList;
+  typedef typename Superclass::SizeListType   SizeListType;
+  typedef typename Superclass::TensorListType TensorListType;
+  typedef typename Superclass::IndexValueType IndexValueType;
+  typedef typename Superclass::IndexListType  IndexListType;
 
   /* Typedefs for validation */
   typedef unsigned long                            CountValueType;
@@ -87,36 +85,43 @@ public:
   typedef itk::ImageRegionConstIterator<ImageType> IteratorType;
 
   /** Set and Get the input references */
-  virtual void SetInputReferences(ImageListType input);
-  ImagePointerType GetInputReference(unsigned int index);
+  virtual void
+  SetInputReferences(ImageListType input);
+  ImagePointerType
+  GetInputReference(unsigned int index);
 
   /** Get the confusion matrix */
-  const ConfMatType GetConfusionMatrix(unsigned int target);
+  const ConfMatType
+  GetConfusionMatrix(unsigned int target);
 
   /** Get the map of classes matrix */
-  const MapOfClassesType GetMapOfClasses(unsigned int target);
+  const MapOfClassesType
+  GetMapOfClasses(unsigned int target);
 
 protected:
   TensorflowMultisourceModelValidate();
-  virtual ~TensorflowMultisourceModelValidate() {};
+  virtual ~TensorflowMultisourceModelValidate(){};
 
-  void GenerateOutputInformation(void);
-  void GenerateData();
-  void ProcessBatch(DictType & inputs, const IndexValueType & sampleStart,
-      const IndexValueType & batchSize);
+  void
+  GenerateOutputInformation(void);
+  void
+  GenerateData();
+  void
+  ProcessBatch(DictType & inputs, const IndexValueType & sampleStart, const IndexValueType & batchSize);
 
 private:
-  TensorflowMultisourceModelValidate(const Self&); //purposely not implemented
-  void operator=(const Self&); //purposely not implemented
+  TensorflowMultisourceModelValidate(const Self &); // purposely not implemented
+  void
+  operator=(const Self &); // purposely not implemented
 
-  ImageListType              m_References;              // The references images
+  ImageListType m_References; // The references images
 
   // Read only
-  ConfMatListType            m_ConfusionMatrices;       // Confusion matrix
-  MapOfClassesListType       m_MapsOfClasses;           // Maps of classes
+  ConfMatListType      m_ConfusionMatrices; // Confusion matrix
+  MapOfClassesListType m_MapsOfClasses;     // Maps of classes
 
   // Internal
-  std::vector<MatMapType>    m_ConfMatMaps;             // Accumulators
+  std::vector<MatMapType> m_ConfMatMaps; // Accumulators
 
 }; // end class
 
diff --git a/include/otbTensorflowMultisourceModelValidate.hxx b/include/otbTensorflowMultisourceModelValidate.hxx
index 8ec685ba..a929aa88 100644
--- a/include/otbTensorflowMultisourceModelValidate.hxx
+++ b/include/otbTensorflowMultisourceModelValidate.hxx
@@ -18,82 +18,77 @@ namespace otb
 {
 
 template <class TInputImage>
-TensorflowMultisourceModelValidate<TInputImage>
-::TensorflowMultisourceModelValidate()
- {
- }
+TensorflowMultisourceModelValidate<TInputImage>::TensorflowMultisourceModelValidate()
+{}
 
 
 template <class TInputImage>
 void
-TensorflowMultisourceModelValidate<TInputImage>
-::GenerateOutputInformation()
- {
+TensorflowMultisourceModelValidate<TInputImage>::GenerateOutputInformation()
+{
   Superclass::GenerateOutputInformation();
 
   // Check that there is some reference
   const unsigned int nbOfRefs = m_References.size();
   if (nbOfRefs == 0)
-    {
+  {
     itkExceptionMacro("No reference is set");
-    }
+  }
 
   // Check the number of references
   SizeListType outputPatchSizes = this->GetOutputExpressionFields();
   if (nbOfRefs != outputPatchSizes.size())
-    {
-    itkExceptionMacro("There is " << nbOfRefs << " references but only " <<
-                      outputPatchSizes.size() << " output patch sizes");
-    }
+  {
+    itkExceptionMacro("There is " << nbOfRefs << " references but only " << outputPatchSizes.size()
+                                  << " output patch sizes");
+  }
 
   // Check reference image infos
-  for (unsigned int i = 0 ; i < nbOfRefs ; i++)
-    {
-    const SizeType outputPatchSize = outputPatchSizes[i];
+  for (unsigned int i = 0; i < nbOfRefs; i++)
+  {
+    const SizeType   outputPatchSize = outputPatchSizes[i];
     const RegionType refRegion = m_References[i]->GetLargestPossibleRegion();
     if (refRegion.GetSize(0) != outputPatchSize[0])
-      {
-      itkExceptionMacro("Reference image " << i << " width is " << refRegion.GetSize(0) <<
-                        " but patch size (x) is " << outputPatchSize[0]);
-      }
+    {
+      itkExceptionMacro("Reference image " << i << " width is " << refRegion.GetSize(0) << " but patch size (x) is "
+                                           << outputPatchSize[0]);
+    }
     if (refRegion.GetSize(1) != this->GetNumberOfSamples() * outputPatchSize[1])
-      {
-      itkExceptionMacro("Reference image " << i << " height is " << refRegion.GetSize(1) <<
-                        " but patch size (y) is " << outputPatchSize[1] <<
-                        " which is not consistent with the number of samples (" << this->GetNumberOfSamples() << ")");
-      }
+    {
+      itkExceptionMacro("Reference image "
+                        << i << " height is " << refRegion.GetSize(1) << " but patch size (y) is " << outputPatchSize[1]
+                        << " which is not consistent with the number of samples (" << this->GetNumberOfSamples()
+                        << ")");
     }
-
- }
+  }
+}
 
 
 /*
  * Set the references images
  */
-template<class TInputImage>
+template <class TInputImage>
 void
-TensorflowMultisourceModelValidate<TInputImage>
-::SetInputReferences(ImageListType input)
- {
+TensorflowMultisourceModelValidate<TInputImage>::SetInputReferences(ImageListType input)
+{
   m_References = input;
- }
+}
 
 /*
  * Retrieve the i-th reference image
  * An exception is thrown if it doesn't exist.
  */
-template<class TInputImage>
+template <class TInputImage>
 typename TensorflowMultisourceModelValidate<TInputImage>::ImagePointerType
-TensorflowMultisourceModelValidate<TInputImage>
-::GetInputReference(unsigned int index)
- {
+TensorflowMultisourceModelValidate<TInputImage>::GetInputReference(unsigned int index)
+{
   if (m_References.size <= index || !m_References[index])
-    {
+  {
     itkExceptionMacro("There is no input reference #" << index);
-    }
+  }
 
   return m_References[index];
- }
+}
 
 /**
  * Perform the validation
@@ -103,73 +98,70 @@ TensorflowMultisourceModelValidate<TInputImage>
  */
 template <class TInputImage>
 void
-TensorflowMultisourceModelValidate<TInputImage>
-::GenerateData()
- {
+TensorflowMultisourceModelValidate<TInputImage>::GenerateData()
+{
 
   // Temporary images for outputs
   m_ConfusionMatrices.clear();
   m_MapsOfClasses.clear();
   m_ConfMatMaps.clear();
-  for (auto const& ref: m_References)
-    {
-    (void) ref;
+  for (auto const & ref : m_References)
+  {
+    (void)ref;
 
     // New confusion matrix
     MatMapType mat;
     m_ConfMatMaps.push_back(mat);
-    }
+  }
 
   // Run all the batches
   Superclass::GenerateData();
 
   // Compute confusion matrices
-  for (unsigned int i = 0 ; i < m_ConfMatMaps.size() ; i++)
-    {
+  for (unsigned int i = 0; i < m_ConfMatMaps.size(); i++)
+  {
     // Confusion matrix (map) for current target
     MatMapType mat = m_ConfMatMaps[i];
 
     // List all values
     MapOfClassesType values;
-    LabelValueType curVal = 0;
-    for (auto const& ref: mat)
-      {
+    LabelValueType   curVal = 0;
+    for (auto const & ref : mat)
+    {
       if (values.count(ref.first) == 0)
-        {
+      {
         values[ref.first] = curVal;
         curVal++;
-        }
-      for (auto const& in: ref.second)
+      }
+      for (auto const & in : ref.second)
         if (values.count(in.first) == 0)
-          {
+        {
           values[in.first] = curVal;
           curVal++;
-          }
-      }
+        }
+    }
 
     // Build the confusion matrix
     const LabelValueType nValues = values.size();
-    ConfMatType matrix(nValues, nValues);
+    ConfMatType          matrix(nValues, nValues);
     matrix.Fill(0);
-    for (auto const& ref: mat)
-      for (auto const& in: ref.second)
+    for (auto const & ref : mat)
+      for (auto const & in : ref.second)
         matrix[values[ref.first]][values[in.first]] = in.second;
 
     // Add the confusion matrix
     m_ConfusionMatrices.push_back(matrix);
     m_MapsOfClasses.push_back(values);
-
-    }
-
- }
+  }
+}
 
 
 template <class TInputImage>
 void
-TensorflowMultisourceModelValidate<TInputImage>
-::ProcessBatch(DictType & inputs, const IndexValueType & sampleStart,
-    const IndexValueType & batchSize)
- {
+TensorflowMultisourceModelValidate<TInputImage>::ProcessBatch(DictType &             inputs,
+                                                              const IndexValueType & sampleStart,
+                                                              const IndexValueType & batchSize)
+{
   // Populate input tensors
   IndexListType empty;
   this->PopulateInputTensors(inputs, sampleStart, batchSize, empty);
@@ -180,16 +172,16 @@ TensorflowMultisourceModelValidate<TInputImage>
 
   // Perform the validation
   if (outputs.size() != m_References.size())
-    {
-    itkWarningMacro("There is " << outputs.size() << " outputs returned after session run, " <<
-                    "but only " << m_References.size() << " reference(s) set");
-    }
+  {
+    itkWarningMacro("There is " << outputs.size() << " outputs returned after session run, "
+                                << "but only " << m_References.size() << " reference(s) set");
+  }
   SizeListType outputEFSizes = this->GetOutputExpressionFields();
-  for (unsigned int refIdx = 0 ; refIdx < outputs.size() ; refIdx++)
-    {
+  for (unsigned int refIdx = 0; refIdx < outputs.size(); refIdx++)
+  {
     // Recopy the chunk
     const SizeType outputFOESize = outputEFSizes[refIdx];
-    IndexType cpyStart;
+    IndexType      cpyStart;
     cpyStart.Fill(0);
     IndexType refRegStart;
     refRegStart.Fill(0);
@@ -216,31 +208,30 @@ TensorflowMultisourceModelValidate<TInputImage>
     IteratorType inIt(img, cpyRegion);
     IteratorType refIt(m_References[refIdx], refRegion);
     for (inIt.GoToBegin(), refIt.GoToBegin(); !inIt.IsAtEnd(); ++inIt, ++refIt)
-      {
+    {
       const int classIn = static_cast<LabelValueType>(inIt.Get()[0]);
       const int classRef = static_cast<LabelValueType>(refIt.Get()[0]);
 
       if (m_ConfMatMaps[refIdx].count(classRef) == 0)
-        {
+      {
         MapType newMap;
         newMap[classIn] = 1;
         m_ConfMatMaps[refIdx][classRef] = newMap;
-        }
+      }
       else
-        {
+      {
         if (m_ConfMatMaps[refIdx][classRef].count(classIn) == 0)
-          {
+        {
           m_ConfMatMaps[refIdx][classRef][classIn] = 1;
-          }
+        }
         else
-          {
+        {
           m_ConfMatMaps[refIdx][classRef][classIn]++;
-          }
         }
       }
     }
-
- }
+  }
+}
 
 /*
  * Get the confusion matrix
@@ -248,17 +239,17 @@ TensorflowMultisourceModelValidate<TInputImage>
  */
 template <class TInputImage>
 const typename TensorflowMultisourceModelValidate<TInputImage>::ConfMatType
-TensorflowMultisourceModelValidate<TInputImage>
-::GetConfusionMatrix(unsigned int target)
- {
+TensorflowMultisourceModelValidate<TInputImage>::GetConfusionMatrix(unsigned int target)
+{
   if (target >= m_ConfusionMatrices.size())
-    {
-    itkExceptionMacro("Unable to get confusion matrix #" << target << ". " <<
-        "There is only " << m_ConfusionMatrices.size() << " available.");
-    }
+  {
+    itkExceptionMacro("Unable to get confusion matrix #" << target << ". "
+                                                         << "There is only " << m_ConfusionMatrices.size()
+                                                         << " available.");
+  }
 
   return m_ConfusionMatrices[target];
- }
+}
 
 /*
  * Get the map of classes
@@ -266,17 +257,17 @@ TensorflowMultisourceModelValidate<TInputImage>
  */
 template <class TInputImage>
 const typename TensorflowMultisourceModelValidate<TInputImage>::MapOfClassesType
-TensorflowMultisourceModelValidate<TInputImage>
-::GetMapOfClasses(unsigned int target)
- {
+TensorflowMultisourceModelValidate<TInputImage>::GetMapOfClasses(unsigned int target)
+{
   if (target >= m_MapsOfClasses.size())
-    {
-    itkExceptionMacro("Unable to get confusion matrix #" << target << ". " <<
-        "There is only " << m_MapsOfClasses.size() << " available.");
-    }
+  {
+    itkExceptionMacro("Unable to get confusion matrix #" << target << ". "
+                                                         << "There is only " << m_MapsOfClasses.size()
+                                                         << " available.");
+  }
 
   return m_MapsOfClasses[target];
- }
+}
 
 } // end namespace otb
 
diff --git a/include/otbTensorflowSampler.h b/include/otbTensorflowSampler.h
index bd363bc8..4fae38e7 100644
--- a/include/otbTensorflowSampler.h
+++ b/include/otbTensorflowSampler.h
@@ -52,16 +52,14 @@ namespace otb
  * \ingroup OTBTensorflow
  */
 template <class TInputImage, class TVectorData>
-class ITK_EXPORT TensorflowSampler :
-public itk::ProcessObject
+class ITK_EXPORT TensorflowSampler : public itk::ProcessObject
 {
 public:
-
   /** Standard class typedefs. */
-  typedef TensorflowSampler                       Self;
-  typedef itk::ProcessObject                      Superclass;
-  typedef itk::SmartPointer<Self>                 Pointer;
-  typedef itk::SmartPointer<const Self>           ConstPointer;
+  typedef TensorflowSampler             Self;
+  typedef itk::ProcessObject            Superclass;
+  typedef itk::SmartPointer<Self>       Pointer;
+  typedef itk::SmartPointer<const Self> ConstPointer;
 
   /** Method for creation through the object factory. */
   itkNewMacro(Self);
@@ -70,33 +68,28 @@ public:
   itkTypeMacro(TensorflowSampler, itk::ProcessObject);
 
   /** Images typedefs */
-  typedef TInputImage                             ImageType;
-  typedef typename TInputImage::Pointer           ImagePointerType;
-  typedef typename TInputImage::InternalPixelType InternalPixelType;
-  typedef typename TInputImage::PixelType         PixelType;
-  typedef typename TInputImage::RegionType        RegionType;
-  typedef typename TInputImage::PointType         PointType;
-  typedef typename TInputImage::SizeType          SizeType;
-  typedef typename TInputImage::IndexType         IndexType;
-  typedef typename otb::MultiChannelExtractROI<InternalPixelType,
-      InternalPixelType>                          ExtractROIMultiFilterType;
-  typedef typename ExtractROIMultiFilterType::Pointer
-                                                  ExtractROIMultiFilterPointerType;
-  typedef typename std::vector<ImagePointerType>  ImagePointerListType;
-  typedef typename std::vector<SizeType>          SizeListType;
-  typedef typename itk::ImageRegionConstIterator<ImageType>
-                                                  IteratorType;
+  typedef TInputImage                                                                ImageType;
+  typedef typename TInputImage::Pointer                                              ImagePointerType;
+  typedef typename TInputImage::InternalPixelType                                    InternalPixelType;
+  typedef typename TInputImage::PixelType                                            PixelType;
+  typedef typename TInputImage::RegionType                                           RegionType;
+  typedef typename TInputImage::PointType                                            PointType;
+  typedef typename TInputImage::SizeType                                             SizeType;
+  typedef typename TInputImage::IndexType                                            IndexType;
+  typedef typename otb::MultiChannelExtractROI<InternalPixelType, InternalPixelType> ExtractROIMultiFilterType;
+  typedef typename ExtractROIMultiFilterType::Pointer                                ExtractROIMultiFilterPointerType;
+  typedef typename std::vector<ImagePointerType>                                     ImagePointerListType;
+  typedef typename std::vector<SizeType>                                             SizeListType;
+  typedef typename itk::ImageRegionConstIterator<ImageType>                          IteratorType;
 
   /** Vector data typedefs */
-  typedef TVectorData                             VectorDataType;
-  typedef typename VectorDataType::Pointer        VectorDataPointer;
-  typedef typename VectorDataType::DataTreeType   DataTreeType;
-  typedef typename itk::PreOrderTreeIterator<DataTreeType>
-                                                  TreeIteratorType;
-  typedef typename VectorDataType::DataNodeType   DataNodeType;
-  typedef typename DataNodeType::Pointer          DataNodePointer;
-  typedef typename DataNodeType::PolygonListPointerType
-                                                  PolygonListPointerType;
+  typedef TVectorData                                      VectorDataType;
+  typedef typename VectorDataType::Pointer                 VectorDataPointer;
+  typedef typename VectorDataType::DataTreeType            DataTreeType;
+  typedef typename itk::PreOrderTreeIterator<DataTreeType> TreeIteratorType;
+  typedef typename VectorDataType::DataNodeType            DataNodeType;
+  typedef typename DataNodeType::Pointer                   DataNodePointer;
+  typedef typename DataNodeType::PolygonListPointerType    PolygonListPointerType;
 
   /** Set / get parameters */
   itkSetMacro(Field, std::string);
@@ -107,15 +100,18 @@ public:
   itkGetConstMacro(InputVectorData, VectorDataPointer);
 
   /** Set / get image */
-  virtual void PushBackInputWithPatchSize(const ImageType *input, SizeType & patchSize, InternalPixelType nodataval);
-  const ImageType* GetInput(unsigned int index);
+  virtual void
+  PushBackInputWithPatchSize(const ImageType * input, SizeType & patchSize, InternalPixelType nodataval);
+  const ImageType *
+  GetInput(unsigned int index);
 
   /** Set / get no-data related parameters */
   itkSetMacro(RejectPatchesWithNodata, bool);
   itkGetMacro(RejectPatchesWithNodata, bool);
 
   /** Do the real work */
-  virtual void Update();
+  virtual void
+  Update();
 
   /** Get outputs */
   itkGetMacro(OutputPatchImages, ImagePointerListType);
@@ -125,18 +121,21 @@ public:
 
 protected:
   TensorflowSampler();
-  virtual ~TensorflowSampler() {};
+  virtual ~TensorflowSampler(){};
 
-  virtual void ResizeImage(ImagePointerType & image, SizeType & patchSize, unsigned int nbSamples);
-  virtual void AllocateImage(ImagePointerType & image, SizeType & patchSize, unsigned int nbSamples, unsigned int nbComponents);
+  virtual void
+  ResizeImage(ImagePointerType & image, SizeType & patchSize, unsigned int nbSamples);
+  virtual void
+  AllocateImage(ImagePointerType & image, SizeType & patchSize, unsigned int nbSamples, unsigned int nbComponents);
 
 private:
-  TensorflowSampler(const Self&); //purposely not implemented
-  void operator=(const Self&); //purposely not implemented
+  TensorflowSampler(const Self &); // purposely not implemented
+  void
+  operator=(const Self &); // purposely not implemented
 
-  std::string          m_Field;
-  SizeListType         m_PatchSizes;
-  VectorDataPointer    m_InputVectorData;
+  std::string       m_Field;
+  SizeListType      m_PatchSizes;
+  VectorDataPointer m_InputVectorData;
 
   // Read only
   ImagePointerListType m_OutputPatchImages;
@@ -146,7 +145,7 @@ private:
 
   // No data stuff
   std::vector<InternalPixelType> m_NoDataValues;
-  bool                 m_RejectPatchesWithNodata;
+  bool                           m_RejectPatchesWithNodata;
 
 }; // end class
 
diff --git a/include/otbTensorflowSampler.hxx b/include/otbTensorflowSampler.hxx
index 8c0ea745..77558c7b 100644
--- a/include/otbTensorflowSampler.hxx
+++ b/include/otbTensorflowSampler.hxx
@@ -18,36 +18,35 @@ namespace otb
 {
 
 template <class TInputImage, class TVectorData>
-TensorflowSampler<TInputImage, TVectorData>
-::TensorflowSampler()
- {
+TensorflowSampler<TInputImage, TVectorData>::TensorflowSampler()
+{
   m_NumberOfAcceptedSamples = 0;
   m_NumberOfRejectedSamples = 0;
   m_RejectPatchesWithNodata = false;
- }
+}
 
 template <class TInputImage, class TVectorData>
 void
-TensorflowSampler<TInputImage, TVectorData>
-::PushBackInputWithPatchSize(const ImageType *input, SizeType & patchSize, InternalPixelType nodataval)
- {
-  this->ProcessObject::PushBackInput(const_cast<ImageType*>(input));
+TensorflowSampler<TInputImage, TVectorData>::PushBackInputWithPatchSize(const ImageType * input,
+                                                                        SizeType &        patchSize,
+                                                                        InternalPixelType nodataval)
+{
+  this->ProcessObject::PushBackInput(const_cast<ImageType *>(input));
   m_PatchSizes.push_back(patchSize);
   m_NoDataValues.push_back(nodataval);
- }
+}
 
 template <class TInputImage, class TVectorData>
-const TInputImage*
-TensorflowSampler<TInputImage, TVectorData>
-::GetInput(unsigned int index)
- {
+const TInputImage *
+TensorflowSampler<TInputImage, TVectorData>::GetInput(unsigned int index)
+{
   if (this->GetNumberOfInputs() < 1)
   {
     itkExceptionMacro("Input not set");
   }
 
-  return static_cast<const ImageType*>(this->ProcessObject::GetInput(index));
- }
+  return static_cast<const ImageType *>(this->ProcessObject::GetInput(index));
+}
 
 
 /**
@@ -55,9 +54,10 @@ TensorflowSampler<TInputImage, TVectorData>
  */
 template <class TInputImage, class TVectorData>
 void
-TensorflowSampler<TInputImage, TVectorData>
-::ResizeImage(ImagePointerType & image, SizeType & patchSize, unsigned int nbSamples)
- {
+TensorflowSampler<TInputImage, TVectorData>::ResizeImage(ImagePointerType & image,
+                                                         SizeType &         patchSize,
+                                                         unsigned int       nbSamples)
+{
   // New image region
   RegionType region;
   region.SetSize(0, patchSize[0]);
@@ -71,16 +71,18 @@ TensorflowSampler<TInputImage, TVectorData>
 
   // Assign
   image = resizer->GetOutput();
- }
+}
 
 /**
  * Allocate an image given a patch size and a number of samples
  */
 template <class TInputImage, class TVectorData>
 void
-TensorflowSampler<TInputImage, TVectorData>
-::AllocateImage(ImagePointerType & image, SizeType & patchSize, unsigned int nbSamples, unsigned int nbComponents)
- {
+TensorflowSampler<TInputImage, TVectorData>::AllocateImage(ImagePointerType & image,
+                                                           SizeType &         patchSize,
+                                                           unsigned int       nbSamples,
+                                                           unsigned int       nbComponents)
+{
   // Image region
   RegionType region;
   region.SetSize(0, patchSize[0]);
@@ -91,16 +93,15 @@ TensorflowSampler<TInputImage, TVectorData>
   image->SetNumberOfComponentsPerPixel(nbComponents);
   image->SetRegions(region);
   image->Allocate();
- }
+}
 
 /**
  * Do the work
  */
 template <class TInputImage, class TVectorData>
 void
-TensorflowSampler<TInputImage, TVectorData>
-::Update()
- {
+TensorflowSampler<TInputImage, TVectorData>::Update()
+{
 
   // Check number of inputs
   if (this->GetNumberOfInputs() != m_PatchSizes.size())
@@ -109,8 +110,8 @@ TensorflowSampler<TInputImage, TVectorData>
   }
 
   // Count points
-  unsigned int nTotal = 0;
-  unsigned int geomId = 0;
+  unsigned int     nTotal = 0;
+  unsigned int     geomId = 0;
   TreeIteratorType itVector(m_InputVectorData->GetDataTree());
   itVector.GoToBegin();
   while (!itVector.IsAtEnd())
@@ -146,7 +147,7 @@ TensorflowSampler<TInputImage, TVectorData>
   const unsigned int nbInputs = this->GetNumberOfInputs();
   m_OutputPatchImages.clear();
   m_OutputPatchImages.reserve(nbInputs);
-  for (unsigned int i = 0 ; i < nbInputs ; i++)
+  for (unsigned int i = 0; i < nbInputs; i++)
   {
     ImagePointerType newImage;
     AllocateImage(newImage, m_PatchSizes[i], nTotal, GetInput(i)->GetNumberOfComponentsPerPixel());
@@ -160,7 +161,7 @@ TensorflowSampler<TInputImage, TVectorData>
   itVector.GoToBegin();
   unsigned long count = 0;
   unsigned long rejected = 0;
-  IndexType labelIndex;
+  IndexType     labelIndex;
   labelIndex[0] = 0;
   PixelType labelPix;
   labelPix.SetSize(1);
@@ -169,13 +170,13 @@ TensorflowSampler<TInputImage, TVectorData>
     if (!itVector.Get()->IsRoot() && !itVector.Get()->IsDocument() && !itVector.Get()->IsFolder())
     {
       DataNodePointer currentGeometry = itVector.Get();
-      PointType point = currentGeometry->GetPoint();
+      PointType       point = currentGeometry->GetPoint();
 
       // Get the label value
       labelPix[0] = static_cast<InternalPixelType>(currentGeometry->GetFieldAsInt(m_Field));
 
       bool hasBeenSampled = true;
-      for (unsigned int i = 0 ; i < nbInputs ; i++)
+      for (unsigned int i = 0; i < nbInputs; i++)
       {
         // Get input
         ImagePointerType inputPtr = const_cast<ImageType *>(this->GetInput(i));
@@ -188,7 +189,7 @@ TensorflowSampler<TInputImage, TVectorData>
         }
         // Check if the sampled patch contains a no-data value
         if (m_RejectPatchesWithNodata && hasBeenSampled)
-          {
+        {
           IndexType outIndex;
           outIndex[0] = 0;
           outIndex[1] = count * m_PatchSizes[i][1];
@@ -196,13 +197,13 @@ TensorflowSampler<TInputImage, TVectorData>
 
           IteratorType it(m_OutputPatchImages[i], region);
           for (it.GoToBegin(); !it.IsAtEnd(); ++it)
-            {
+          {
             PixelType pix = it.Get();
-            for (unsigned int band = 0 ; band < pix.Size() ; band++)
+            for (unsigned int band = 0; band < pix.Size(); band++)
               if (pix[band] == m_NoDataValues[i])
                 hasBeenSampled = false;
-            }
           }
+        }
       } // Next input
       if (hasBeenSampled)
       {
@@ -220,7 +221,6 @@ TensorflowSampler<TInputImage, TVectorData>
 
       // Update progress
       progress.CompletedPixel();
-
     }
 
     ++itVector;
@@ -228,7 +228,7 @@ TensorflowSampler<TInputImage, TVectorData>
 
   // Resize output images
   ResizeImage(m_OutputLabelImage, labelPatchSize, count);
-  for (unsigned int i = 0 ; i < nbInputs ; i++)
+  for (unsigned int i = 0; i < nbInputs; i++)
   {
     ResizeImage(m_OutputPatchImages[i], m_PatchSizes[i], count);
   }
@@ -236,8 +236,7 @@ TensorflowSampler<TInputImage, TVectorData>
   // Update number of samples produced
   m_NumberOfAcceptedSamples = count;
   m_NumberOfRejectedSamples = rejected;
-
- }
+}
 
 } // end namespace otb
 
diff --git a/include/otbTensorflowSamplingUtils.cxx b/include/otbTensorflowSamplingUtils.cxx
index 5cf88f6b..db4d9ea0 100644
--- a/include/otbTensorflowSamplingUtils.cxx
+++ b/include/otbTensorflowSamplingUtils.cxx
@@ -19,13 +19,15 @@ namespace tf
 //
 // Update the distribution of the patch located at the specified location
 //
-template<class TImage, class TDistribution>
-bool UpdateDistributionFromPatch(const typename TImage::Pointer inPtr,
-    typename TImage::PointType point, typename TImage::SizeType patchSize,
-    TDistribution & dist)
+template <class TImage, class TDistribution>
+bool
+UpdateDistributionFromPatch(const typename TImage::Pointer inPtr,
+                            typename TImage::PointType     point,
+                            typename TImage::SizeType      patchSize,
+                            TDistribution &                dist)
 {
   typename TImage::IndexType index;
-  bool canTransform = inPtr->TransformPhysicalPointToIndex(point, index);
+  bool                       canTransform = inPtr->TransformPhysicalPointToIndex(point, index);
   if (canTransform)
   {
     index[0] -= patchSize[0] / 2;
@@ -38,7 +40,7 @@ bool UpdateDistributionFromPatch(const typename TImage::Pointer inPtr,
       // Fill patch
       PropagateRequestedRegion<TImage>(inPtr, inPatchRegion);
 
-      typename itk::ImageRegionConstIterator<TImage> inIt (inPtr, inPatchRegion);
+      typename itk::ImageRegionConstIterator<TImage> inIt(inPtr, inPatchRegion);
       for (inIt.GoToBegin(); !inIt.IsAtEnd(); ++inIt)
       {
         dist.Update(inIt.Get());
@@ -47,7 +49,6 @@ bool UpdateDistributionFromPatch(const typename TImage::Pointer inPtr,
     }
   }
   return false;
-
 }
 
 
diff --git a/include/otbTensorflowSamplingUtils.h b/include/otbTensorflowSamplingUtils.h
index 585f9013..846b7131 100644
--- a/include/otbTensorflowSamplingUtils.h
+++ b/include/otbTensorflowSamplingUtils.h
@@ -20,77 +20,89 @@ namespace otb
 namespace tf
 {
 
-template<class TImage>
+template <class TImage>
 class Distribution
 {
 public:
   typedef typename TImage::PixelType ValueType;
-  typedef vnl_vector<float> CountsType;
-
-  explicit Distribution(unsigned int nClasses): m_NbOfClasses(nClasses), m_Dist(CountsType(nClasses, 0))
-  {
-  }
-  Distribution(unsigned int nClasses, float fillValue): m_NbOfClasses(nClasses), m_Dist(CountsType(nClasses, fillValue))
-  {
-  }
-  Distribution(): m_NbOfClasses(2), m_Dist(CountsType(m_NbOfClasses, 0))
-  {
-  }
-  Distribution(const Distribution & other): m_Dist(other.Get()), m_NbOfClasses(m_Dist.size())
-  {
-  }
-  ~Distribution(){}
-
-  void Update(const typename TImage::PixelType & pixel)
+  typedef vnl_vector<float>          CountsType;
+
+  explicit Distribution(unsigned int nClasses)
+    : m_NbOfClasses(nClasses)
+    , m_Dist(CountsType(nClasses, 0))
+  {}
+  Distribution(unsigned int nClasses, float fillValue)
+    : m_NbOfClasses(nClasses)
+    , m_Dist(CountsType(nClasses, fillValue))
+  {}
+  Distribution()
+    : m_NbOfClasses(2)
+    , m_Dist(CountsType(m_NbOfClasses, 0))
+  {}
+  Distribution(const Distribution & other)
+    : m_Dist(other.Get())
+    , m_NbOfClasses(m_Dist.size())
+  {}
+  ~Distribution() {}
+
+  void
+  Update(const typename TImage::PixelType & pixel)
   {
     m_Dist[pixel]++;
   }
 
-  void Update(const Distribution & other)
+  void
+  Update(const Distribution & other)
   {
     const CountsType otherDist = other.Get();
-    for (unsigned int c = 0 ; c < m_NbOfClasses ; c++)
+    for (unsigned int c = 0; c < m_NbOfClasses; c++)
       m_Dist[c] += otherDist[c];
   }
 
-  CountsType Get() const
+  CountsType
+  Get() const
   {
     return m_Dist;
   }
 
-  CountsType GetNormalized() const
+  CountsType
+  GetNormalized() const
   {
-    const float invNorm = 1.0 / std::sqrt(dot_product(m_Dist, m_Dist));
+    const float      invNorm = 1.0 / std::sqrt(dot_product(m_Dist, m_Dist));
     const CountsType normalizedDist = invNorm * m_Dist;
     return normalizedDist;
   }
 
-  float Cosinus(const Distribution & other) const
+  float
+  Cosinus(const Distribution & other) const
   {
     return dot_product(other.GetNormalized(), GetNormalized());
   }
 
-  std::string ToString()
+  std::string
+  ToString()
   {
     std::stringstream ss;
     ss << "\n";
-    for (unsigned int c = 0 ; c < m_NbOfClasses ; c++)
+    for (unsigned int c = 0; c < m_NbOfClasses; c++)
       ss << "\tClass #" << c << " : " << m_Dist[c] << "\n";
     return ss.str();
   }
 
 private:
   unsigned int m_NbOfClasses;
-  CountsType m_Dist;
+  CountsType   m_Dist;
 };
 
 // Update the distribution of the patch located at the specified location
-template<class TImage, class TDistribution>
-bool UpdateDistributionFromPatch(const typename TImage::Pointer inPtr,
-    typename TImage::PointType point, typename TImage::SizeType patchSize,
-    TDistribution & dist);
-
-} // namesapce tf
+template <class TImage, class TDistribution>
+bool
+UpdateDistributionFromPatch(const typename TImage::Pointer inPtr,
+                            typename TImage::PointType     point,
+                            typename TImage::SizeType      patchSize,
+                            TDistribution &                dist);
+
+} // namespace tf
 } // namespace otb
 
 #include "otbTensorflowSamplingUtils.cxx"
diff --git a/include/otbTensorflowSource.h b/include/otbTensorflowSource.h
index 1556997f..9bbeed12 100644
--- a/include/otbTensorflowSource.h
+++ b/include/otbTensorflowSource.h
@@ -29,45 +29,43 @@ namespace otb
  * Images must have the same size.
  * This is the common input type used in every OTB-TF applications.
  */
-template<class TImage>
+template <class TImage>
 class TensorflowSource
 {
 public:
   /** Typedefs for images */
-  typedef TImage                                            FloatVectorImageType;
-  typedef typename FloatVectorImageType::Pointer            FloatVectorImagePointerType;
-  typedef typename FloatVectorImageType::InternalPixelType  InternalPixelType;
-  typedef otb::Image<InternalPixelType>                     FloatImageType;
-  typedef typename FloatImageType::SizeType                 SizeType;
+  typedef TImage                                           FloatVectorImageType;
+  typedef typename FloatVectorImageType::Pointer           FloatVectorImagePointerType;
+  typedef typename FloatVectorImageType::InternalPixelType InternalPixelType;
+  typedef otb::Image<InternalPixelType>                    FloatImageType;
+  typedef typename FloatImageType::SizeType                SizeType;
 
   /** Typedefs for image concatenation */
-  typedef otb::ImageList<FloatImageType>                    ImageListType;
-  typedef typename ImageListType::Pointer                   ImageListPointer;
-  typedef ImageListToVectorImageFilter<ImageListType,
-      FloatVectorImageType>                                 ListConcatenerFilterType;
-  typedef typename ListConcatenerFilterType::Pointer        ListConcatenerFilterPointer;
-  typedef MultiToMonoChannelExtractROI<InternalPixelType,
-      InternalPixelType>                                    MultiToMonoChannelFilterType;
-  typedef ObjectList<MultiToMonoChannelFilterType>          ExtractROIFilterListType;
-  typedef typename ExtractROIFilterListType::Pointer        ExtractROIFilterListPointer;
-  typedef otb::MultiChannelExtractROI<InternalPixelType,
-      InternalPixelType>                                    ExtractFilterType;
-  typedef otb::ObjectList<FloatVectorImageType>             FloatVectorImageListType;
+  typedef otb::ImageList<FloatImageType>                                     ImageListType;
+  typedef typename ImageListType::Pointer                                    ImageListPointer;
+  typedef ImageListToVectorImageFilter<ImageListType, FloatVectorImageType>  ListConcatenerFilterType;
+  typedef typename ListConcatenerFilterType::Pointer                         ListConcatenerFilterPointer;
+  typedef MultiToMonoChannelExtractROI<InternalPixelType, InternalPixelType> MultiToMonoChannelFilterType;
+  typedef ObjectList<MultiToMonoChannelFilterType>                           ExtractROIFilterListType;
+  typedef typename ExtractROIFilterListType::Pointer                         ExtractROIFilterListPointer;
+  typedef otb::MultiChannelExtractROI<InternalPixelType, InternalPixelType>  ExtractFilterType;
+  typedef otb::ObjectList<FloatVectorImageType>                              FloatVectorImageListType;
 
   // Initialize the source
-  void Set(FloatVectorImageListType * inputList);
+  void
+  Set(FloatVectorImageListType * inputList);
 
   // Get the source output
-  FloatVectorImagePointerType Get();
+  FloatVectorImagePointerType
+  Get();
 
   TensorflowSource();
-  virtual ~TensorflowSource (){};
+  virtual ~TensorflowSource(){};
 
 private:
   ListConcatenerFilterPointer m_Concatener;    // Mono-images stacker
   ImageListPointer            m_List;          // List of mono-images
   ExtractROIFilterListPointer m_ExtractorList; // Mono-images extractors
-
 };
 
 } // end namespace otb
diff --git a/include/otbTensorflowSource.hxx b/include/otbTensorflowSource.hxx
index 2ad57586..2e41253c 100644
--- a/include/otbTensorflowSource.hxx
+++ b/include/otbTensorflowSource.hxx
@@ -21,8 +21,7 @@ namespace otb
 // Constructor
 //
 template <class TImage>
-TensorflowSource<TImage>
-::TensorflowSource()
+TensorflowSource<TImage>::TensorflowSource()
 {}
 
 //
@@ -30,40 +29,38 @@ TensorflowSource<TImage>
 //
 template <class TImage>
 void
-TensorflowSource<TImage>
-::Set(FloatVectorImageListType * inputList)
+TensorflowSource<TImage>::Set(FloatVectorImageListType * inputList)
 {
   // Create one stack for input images list
-  m_Concatener    = ListConcatenerFilterType::New();
-  m_List          = ImageListType::New();
+  m_Concatener = ListConcatenerFilterType::New();
+  m_List = ImageListType::New();
   m_ExtractorList = ExtractROIFilterListType::New();
 
   // Split each input vector image into image
   // and generate an mono channel image list
   inputList->GetNthElement(0)->UpdateOutputInformation();
   SizeType size = inputList->GetNthElement(0)->GetLargestPossibleRegion().GetSize();
-  for( unsigned int i = 0; i < inputList->Size(); i++ )
+  for (unsigned int i = 0; i < inputList->Size(); i++)
   {
     FloatVectorImagePointerType vectIm = inputList->GetNthElement(i);
     vectIm->UpdateOutputInformation();
-    if( size != vectIm->GetLargestPossibleRegion().GetSize() )
+    if (size != vectIm->GetLargestPossibleRegion().GetSize())
     {
       itkGenericExceptionMacro("Input image size number " << i << " mismatch");
     }
 
-    for( unsigned int j = 0; j < vectIm->GetNumberOfComponentsPerPixel(); j++)
+    for (unsigned int j = 0; j < vectIm->GetNumberOfComponentsPerPixel(); j++)
     {
       typename MultiToMonoChannelFilterType::Pointer extractor = MultiToMonoChannelFilterType::New();
-      extractor->SetInput( vectIm );
-      extractor->SetChannel( j+1 );
+      extractor->SetInput(vectIm);
+      extractor->SetChannel(j + 1);
       extractor->UpdateOutputInformation();
-      m_ExtractorList->PushBack( extractor );
-      m_List->PushBack( extractor->GetOutput() );
+      m_ExtractorList->PushBack(extractor);
+      m_List->PushBack(extractor->GetOutput());
     }
   }
-  m_Concatener->SetInput( m_List );
+  m_Concatener->SetInput(m_List);
   m_Concatener->UpdateOutputInformation();
-
 }
 
 //
diff --git a/include/otbTensorflowStreamerFilter.h b/include/otbTensorflowStreamerFilter.h
index 4730d369..fa985d00 100644
--- a/include/otbTensorflowStreamerFilter.h
+++ b/include/otbTensorflowStreamerFilter.h
@@ -26,12 +26,10 @@ namespace otb
  * \ingroup OTBTensorflow
  */
 template <class TInputImage, class TOutputImage>
-class ITK_EXPORT TensorflowStreamerFilter :
-public itk::ImageToImageFilter<TInputImage, TOutputImage>
+class ITK_EXPORT TensorflowStreamerFilter : public itk::ImageToImageFilter<TInputImage, TOutputImage>
 {
 
 public:
-
   /** Standard class typedefs. */
   typedef TensorflowStreamerFilter                           Self;
   typedef itk::ImageToImageFilter<TInputImage, TOutputImage> Superclass;
@@ -51,24 +49,31 @@ public:
   typedef typename ImageType::SizeType              SizeType;
   typedef typename Superclass::InputImageRegionType RegionType;
 
-  typedef TOutputImage                             OutputImageType;
+  typedef TOutputImage OutputImageType;
 
   itkSetMacro(OutputGridSize, SizeType);
   itkGetMacro(OutputGridSize, SizeType);
 
 protected:
   TensorflowStreamerFilter();
-  virtual ~TensorflowStreamerFilter() {};
+  virtual ~TensorflowStreamerFilter(){};
 
-  virtual void UpdateOutputData(itk::DataObject *output){(void) output; this->GenerateData();}
+  virtual void
+  UpdateOutputData(itk::DataObject * output)
+  {
+    (void)output;
+    this->GenerateData();
+  }
 
-  virtual void GenerateData();
+  virtual void
+  GenerateData();
 
 private:
-  TensorflowStreamerFilter(const Self&); //purposely not implemented
-  void operator=(const Self&); //purposely not implemented
+  TensorflowStreamerFilter(const Self &); // purposely not implemented
+  void
+  operator=(const Self &); // purposely not implemented
 
-  SizeType                   m_OutputGridSize;       // Output grid size
+  SizeType m_OutputGridSize; // Output grid size
 
 }; // end class
 
diff --git a/include/otbTensorflowStreamerFilter.hxx b/include/otbTensorflowStreamerFilter.hxx
index 59904a54..3aa1afca 100644
--- a/include/otbTensorflowStreamerFilter.hxx
+++ b/include/otbTensorflowStreamerFilter.hxx
@@ -19,30 +19,28 @@ namespace otb
 {
 
 template <class TInputImage, class TOutputImage>
-TensorflowStreamerFilter<TInputImage, TOutputImage>
-::TensorflowStreamerFilter()
- {
+TensorflowStreamerFilter<TInputImage, TOutputImage>::TensorflowStreamerFilter()
+{
   m_OutputGridSize.Fill(1);
- }
+}
 
 /**
  * Compute the output image
  */
 template <class TInputImage, class TOutputImage>
 void
-TensorflowStreamerFilter<TInputImage, TOutputImage>
-::GenerateData()
- {
+TensorflowStreamerFilter<TInputImage, TOutputImage>::GenerateData()
+{
   // Output pointer and requested region
   OutputImageType * outputPtr = this->GetOutput();
-  const RegionType outputReqRegion = outputPtr->GetRequestedRegion();
+  const RegionType  outputReqRegion = outputPtr->GetRequestedRegion();
   outputPtr->SetBufferedRegion(outputReqRegion);
   outputPtr->Allocate();
 
   // Compute the aligned region
   RegionType region;
-  for(unsigned int dim = 0; dim<OutputImageType::ImageDimension; ++dim)
-    {
+  for (unsigned int dim = 0; dim < OutputImageType::ImageDimension; ++dim)
+  {
     // Get corners
     IndexValueType lower = outputReqRegion.GetIndex(dim);
     IndexValueType upper = lower + outputReqRegion.GetSize(dim);
@@ -54,35 +52,34 @@ TensorflowStreamerFilter<TInputImage, TOutputImage>
     // Move corners to aligned positions
     lower -= deltaLo;
     if (deltaUp > 0)
-      {
+    {
       upper += m_OutputGridSize[dim] - deltaUp;
-      }
+    }
 
     // Update region
     region.SetIndex(dim, lower);
     region.SetSize(dim, upper - lower);
-
-    }
+  }
 
   // Compute the number of subregions to process
   const unsigned int nbTilesX = region.GetSize(0) / m_OutputGridSize[0];
   const unsigned int nbTilesY = region.GetSize(1) / m_OutputGridSize[1];
 
   // Progress
-  itk::ProgressReporter progress(this, 0, nbTilesX*nbTilesY);
+  itk::ProgressReporter progress(this, 0, nbTilesX * nbTilesY);
 
   // For each tile, propagate the input region and recopy the output
-  ImageType * inputImage = static_cast<ImageType * >(  Superclass::ProcessObject::GetInput(0) );
+  ImageType *  inputImage = static_cast<ImageType *>(Superclass::ProcessObject::GetInput(0));
   unsigned int tx, ty;
-  RegionType subRegion;
+  RegionType   subRegion;
   subRegion.SetSize(m_OutputGridSize);
   for (ty = 0; ty < nbTilesY; ty++)
   {
-    subRegion.SetIndex(1, ty*m_OutputGridSize[1] + region.GetIndex(1));
+    subRegion.SetIndex(1, ty * m_OutputGridSize[1] + region.GetIndex(1));
     for (tx = 0; tx < nbTilesX; tx++)
     {
       // Update the input subregion
-      subRegion.SetIndex(0, tx*m_OutputGridSize[0] + region.GetIndex(0));
+      subRegion.SetIndex(0, tx * m_OutputGridSize[0] + region.GetIndex(0));
 
       // The actual region to copy
       RegionType cpyRegion(subRegion);
@@ -94,12 +91,12 @@ TensorflowStreamerFilter<TInputImage, TOutputImage>
       inputImage->UpdateOutputData();
 
       // Copy the subregion to output
-      itk::ImageAlgorithm::Copy( inputImage, outputPtr, cpyRegion, cpyRegion );
+      itk::ImageAlgorithm::Copy(inputImage, outputPtr, cpyRegion, cpyRegion);
 
       progress.CompletedPixel();
     }
   }
- }
+}
 
 
 } // end namespace otb
-- 
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