OTB  10.0.0
Orfeo Toolbox
otbMachineLearningModelFactory.h
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1 /*
2  * Copyright (C) 2005-2024 Centre National d'Etudes Spatiales (CNES)
3  *
4  * This file is part of Orfeo Toolbox
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7  *
8  * Licensed under the Apache License, Version 2.0 (the "License");
9  * you may not use this file except in compliance with the License.
10  * You may obtain a copy of the License at
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20 
21 #ifndef otbMachineLearningModelFactory_h
22 #define otbMachineLearningModelFactory_h
23 
26 
27 namespace otb
28 {
34 template <class TInputValue, class TOutputValue>
36 {
37 public:
40  typedef itk::Object Superclass;
41  typedef itk::SmartPointer<Self> Pointer;
42  typedef itk::SmartPointer<const Self> ConstPointer;
43 
47  itkTypeMacro(MachineLearningModelFactory, itk::Object);
48 
52 
54  typedef enum { ReadMode, WriteMode } FileModeType;
55 
57  static MachineLearningModelTypePointer CreateMachineLearningModel(const std::string& path, FileModeType mode);
58 
59  static void CleanFactories();
60 
61 protected:
64 
65 private:
67  void operator=(const Self&) = delete;
68 
70  static void RegisterBuiltInFactories();
71 
74  static void RegisterFactory(itk::ObjectFactoryBase* factory);
75 };
76 
77 } // end namespace otb
78 
79 #ifndef OTB_MANUAL_INSTANTIATION
81 #endif
82 
83 #endif
Base class for the MachinelearningModelFactory.
Creation of object instance using object factory.
itk::SmartPointer< const Self > ConstPointer
MachineLearningModelFactory(const Self &)=delete
static void RegisterFactory(itk::ObjectFactoryBase *factory)
static MachineLearningModelTypePointer CreateMachineLearningModel(const std::string &path, FileModeType mode)
otb::MachineLearningModel< TInputValue, TOutputValue > MachineLearningModelType
MachineLearningModelType::Pointer MachineLearningModelTypePointer
void operator=(const Self &)=delete
MachineLearningModel is the base class for all classifier objects (SVM, KNN, Random Forests,...
itk::SmartPointer< Self > Pointer
The "otb" namespace contains all Orfeo Toolbox (OTB) classes.