From 25e4c6a21856f940a4dcc8da5d34caba5bc7ac9e Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?C=C3=A9dric=20Traizet?= <traizetc@cesbio.cnes.fr>
Date: Wed, 3 May 2017 10:44:29 +0200
Subject: [PATCH] dimreduc model added (not used at the moment), trainer app
working for autoencoder
---
include/AutoencoderModel.h | 44 +++++++++++++++++++++++
include/AutoencoderModel.txx | 20 +++++++++++
include/DimensionalityReductionModel.h | 48 ++++++++++++++++++++++++++
3 files changed, 112 insertions(+)
create mode 100644 include/AutoencoderModel.h
create mode 100644 include/AutoencoderModel.txx
create mode 100644 include/DimensionalityReductionModel.h
diff --git a/include/AutoencoderModel.h b/include/AutoencoderModel.h
new file mode 100644
index 0000000000..f545a72284
--- /dev/null
+++ b/include/AutoencoderModel.h
@@ -0,0 +1,44 @@
+#ifndef AutoencoderModel_h
+#define AutoencoderModel_h
+
+#include "DimensionalityReductionModel.h"
+
+
+namespace otb
+{
+template <class TInputValue, class AutoencoderType>
+class AutoencoderModel: public DimensionalityReductionModel<TInputValue>
+{
+
+public:
+
+ typedef AutoencoderModel Self;
+ typedef DimensionalityReductionModel<TInputValue> Superclass;
+ typedef itk::SmartPointer<Self> Pointer;
+ typedef itk::SmartPointer<const Self> ConstPointer;
+
+ typedef TInputValue InputValueType;
+ typedef itk::VariableLengthVector<InputValueType> InputSampleType;
+ typedef itk::Statistics::ListSample<InputSampleType> InputListSampleType;
+
+
+
+ void Save(const std::string & filename, const std::string & name="") {};
+ void Load(const std::string & filename, const std::string & name="") {};
+
+ void Train();
+ void Dimensionality_reduction() {};
+
+protected:
+ AutoencoderModel(){};
+
+};
+} // end namespace otb
+
+
+#ifndef OTB_MANUAL_INSTANTIATION
+#include "AutoencoderModel.txx"
+#endif
+
+
+#endif
diff --git a/include/AutoencoderModel.txx b/include/AutoencoderModel.txx
new file mode 100644
index 0000000000..9a51269360
--- /dev/null
+++ b/include/AutoencoderModel.txx
@@ -0,0 +1,20 @@
+#ifndef AutoencoderModel_txx
+#define AutoencoderModel_txx
+
+
+#include "AutoencoderModel.h"
+namespace otb
+{
+
+template <class TInputValue, class AutoencoderType>
+void AutoencoderModel<TInputValue,AutoencoderType>::Train()
+{
+
+}
+
+
+
+
+
+} // namespace otb
+#endif
diff --git a/include/DimensionalityReductionModel.h b/include/DimensionalityReductionModel.h
new file mode 100644
index 0000000000..05066e976b
--- /dev/null
+++ b/include/DimensionalityReductionModel.h
@@ -0,0 +1,48 @@
+#ifndef DimensionalityReductionModel_h
+#define DimensionalityReductionModel_h
+#include "itkObject.h"
+#include "itkListSample.h"
+namespace otb
+{
+template <class TInputValue>
+class DimensionalityReductionModel: public itk::Object
+{
+
+public:
+
+ typedef DimensionalityReductionModel Self;
+ typedef itk::Object Superclass;
+ typedef itk::SmartPointer<Self> Pointer;
+ typedef itk::SmartPointer<const Self> ConstPointer;
+
+ typedef TInputValue InputValueType;
+ typedef itk::VariableLengthVector<InputValueType> InputSampleType;
+ typedef itk::Statistics::ListSample<InputSampleType> InputListSampleType;
+
+
+
+ itkSetObjectMacro(InputListSample,InputListSampleType);
+ itkGetObjectMacro(InputListSample,InputListSampleType);
+ itkGetConstObjectMacro(InputListSample,InputListSampleType);
+
+ virtual void Save(const std::string & filename, const std::string & name="") = 0;
+ virtual void Load(const std::string & filename, const std::string & name="") = 0;
+
+ virtual void Train() = 0;
+ virtual void Dimensionality_reduction() = 0;
+
+protected:
+ DimensionalityReductionModel(){};
+ typename InputListSampleType::Pointer m_InputListSample;
+
+
+};
+} // end namespace otb
+
+
+//#ifndef OTB_MANUAL_INSTANTIATION
+//#include "DimensionalityReductionModel.txx"
+//#endif
+
+
+#endif
--
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