OTB  6.7.0
Orfeo Toolbox
otbMachineLearningModelFactory.h
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1 /*
2  * Copyright (C) 2005-2019 Centre National d'Etudes Spatiales (CNES)
3  *
4  * This file is part of Orfeo Toolbox
5  *
6  * https://www.orfeo-toolbox.org/
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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12  * http://www.apache.org/licenses/LICENSE-2.0
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14  * Unless required by applicable law or agreed to in writing, software
15  * distributed under the License is distributed on an "AS IS" BASIS,
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17  * See the License for the specific language governing permissions and
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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:
43 
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:
66  MachineLearningModelFactory(const Self &) = delete;
67  void operator =(const Self&) = delete;
68 
70  static void RegisterBuiltInFactories();
71 
74  static void RegisterFactory(itk::ObjectFactoryBase * factory);
75 
76 };
77 
78 } // end namespace otb
79 
80 #ifndef OTB_MANUAL_INSTANTIATION
82 #endif
83 
84 #endif
MachineLearningModel is the base class for all classifier objects (SVM, KNN, Random Forests...
Base class for the MachinelearningModelFactory.
otb::MachineLearningModel< TInputValue, TOutputValue > MachineLearningModelType
void operator=(const Self &)=delete
static void RegisterFactory(itk::ObjectFactoryBase *factory)
static MachineLearningModelTypePointer CreateMachineLearningModel(const std::string &path, FileModeType mode)
itk::SmartPointer< const Self > ConstPointer
MachineLearningModelType::Pointer MachineLearningModelTypePointer
Creation of object instance using object factory.