281 lines
13 KiB
C++
281 lines
13 KiB
C++
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/***********************************************************
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* File generated by the HALCON-Compiler hcomp version 18.05
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* Usage: Interface to C++
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*
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* Software by: MVTec Software GmbH, www.mvtec.com
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***********************************************************/
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#ifndef HCPP_HOCRMLP
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#define HCPP_HOCRMLP
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namespace HalconCpp
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{
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// Represents an instance of a MLP OCR classifier.
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class LIntExport HOCRMlp : public HHandle
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{
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public:
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// Create an uninitialized instance
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HOCRMlp():HHandle() {}
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// Copy constructor
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HOCRMlp(const HOCRMlp& source) : HHandle(source) {}
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// Copy constructor
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HOCRMlp(const HHandle& handle);
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// Create HOCRMlp from handle, taking ownership
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explicit HOCRMlp(Hlong handle);
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bool operator==(const HHandle& obj) const
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{
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return HHandleBase::operator==(obj);
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}
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bool operator!=(const HHandle& obj) const
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{
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return HHandleBase::operator!=(obj);
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}
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protected:
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// Verify matching semantic type ('ocr_mlp')!
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virtual void AssertType(Hphandle handle) const;
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public:
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// Deep copy of all data represented by this object instance
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HOCRMlp Clone() const;
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/*****************************************************************************
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* Operator-based class constructors
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*****************************************************************************/
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// read_ocr_class_mlp: Read an OCR classifier from a file.
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explicit HOCRMlp(const HString& FileName);
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// read_ocr_class_mlp: Read an OCR classifier from a file.
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explicit HOCRMlp(const char* FileName);
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// create_ocr_class_mlp: Create an OCR classifier using a multilayer perceptron.
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explicit HOCRMlp(Hlong WidthCharacter, Hlong HeightCharacter, const HString& Interpolation, const HTuple& Features, const HTuple& Characters, Hlong NumHidden, const HString& Preprocessing, Hlong NumComponents, Hlong RandSeed);
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// create_ocr_class_mlp: Create an OCR classifier using a multilayer perceptron.
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explicit HOCRMlp(Hlong WidthCharacter, Hlong HeightCharacter, const HString& Interpolation, const HString& Features, const HTuple& Characters, Hlong NumHidden, const HString& Preprocessing, Hlong NumComponents, Hlong RandSeed);
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// create_ocr_class_mlp: Create an OCR classifier using a multilayer perceptron.
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explicit HOCRMlp(Hlong WidthCharacter, Hlong HeightCharacter, const char* Interpolation, const char* Features, const HTuple& Characters, Hlong NumHidden, const char* Preprocessing, Hlong NumComponents, Hlong RandSeed);
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/***************************************************************************
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* Operators *
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***************************************************************************/
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// Select an optimal combination of features to classify OCR data from a (protected) training file.
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HTuple SelectFeatureSetTrainfMlpProtected(const HTuple& TrainingFile, const HTuple& Password, const HTuple& FeatureList, const HString& SelectionMethod, Hlong Width, Hlong Height, const HTuple& GenParamName, const HTuple& GenParamValue, HTuple* Score);
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// Select an optimal combination of features to classify OCR data from a (protected) training file.
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HTuple SelectFeatureSetTrainfMlpProtected(const HString& TrainingFile, const HString& Password, const HString& FeatureList, const HString& SelectionMethod, Hlong Width, Hlong Height, const HTuple& GenParamName, const HTuple& GenParamValue, HTuple* Score);
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// Select an optimal combination of features to classify OCR data from a (protected) training file.
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HTuple SelectFeatureSetTrainfMlpProtected(const char* TrainingFile, const char* Password, const char* FeatureList, const char* SelectionMethod, Hlong Width, Hlong Height, const HTuple& GenParamName, const HTuple& GenParamValue, HTuple* Score);
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// Selects an optimal combination of features to classify OCR data.
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HTuple SelectFeatureSetTrainfMlp(const HTuple& TrainingFile, const HTuple& FeatureList, const HString& SelectionMethod, Hlong Width, Hlong Height, const HTuple& GenParamName, const HTuple& GenParamValue, HTuple* Score);
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// Selects an optimal combination of features to classify OCR data.
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HTuple SelectFeatureSetTrainfMlp(const HString& TrainingFile, const HString& FeatureList, const HString& SelectionMethod, Hlong Width, Hlong Height, const HTuple& GenParamName, const HTuple& GenParamValue, HTuple* Score);
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// Selects an optimal combination of features to classify OCR data.
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HTuple SelectFeatureSetTrainfMlp(const char* TrainingFile, const char* FeatureList, const char* SelectionMethod, Hlong Width, Hlong Height, const HTuple& GenParamName, const HTuple& GenParamValue, HTuple* Score);
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// Clear an OCR classifier.
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static void ClearOcrClassMlp(const HOCRMlpArray& OCRHandle);
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// Clear an OCR classifier.
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void ClearOcrClassMlp() const;
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// Deserialize a serialized MLP-based OCR classifier.
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void DeserializeOcrClassMlp(const HSerializedItem& SerializedItemHandle);
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// Serialize a MLP-based OCR classifier.
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HSerializedItem SerializeOcrClassMlp() const;
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// Read an OCR classifier from a file.
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void ReadOcrClassMlp(const HString& FileName);
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// Read an OCR classifier from a file.
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void ReadOcrClassMlp(const char* FileName);
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// Write an OCR classifier to a file.
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void WriteOcrClassMlp(const HString& FileName) const;
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// Write an OCR classifier to a file.
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void WriteOcrClassMlp(const char* FileName) const;
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// Compute the features of a character.
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HTuple GetFeaturesOcrClassMlp(const HImage& Character, const HString& Transform) const;
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// Compute the features of a character.
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HTuple GetFeaturesOcrClassMlp(const HImage& Character, const char* Transform) const;
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// Classify a related group of characters with an OCR classifier.
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HTuple DoOcrWordMlp(const HRegion& Character, const HImage& Image, const HString& Expression, Hlong NumAlternatives, Hlong NumCorrections, HTuple* Confidence, HString* Word, double* Score) const;
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// Classify a related group of characters with an OCR classifier.
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HString DoOcrWordMlp(const HRegion& Character, const HImage& Image, const HString& Expression, Hlong NumAlternatives, Hlong NumCorrections, double* Confidence, HString* Word, double* Score) const;
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// Classify a related group of characters with an OCR classifier.
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HString DoOcrWordMlp(const HRegion& Character, const HImage& Image, const char* Expression, Hlong NumAlternatives, Hlong NumCorrections, double* Confidence, HString* Word, double* Score) const;
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// Classify multiple characters with an OCR classifier.
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HTuple DoOcrMultiClassMlp(const HRegion& Character, const HImage& Image, HTuple* Confidence) const;
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// Classify multiple characters with an OCR classifier.
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HString DoOcrMultiClassMlp(const HRegion& Character, const HImage& Image, double* Confidence) const;
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// Classify a single character with an OCR classifier.
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HTuple DoOcrSingleClassMlp(const HRegion& Character, const HImage& Image, const HTuple& Num, HTuple* Confidence) const;
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// Classify a single character with an OCR classifier.
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HString DoOcrSingleClassMlp(const HRegion& Character, const HImage& Image, const HTuple& Num, double* Confidence) const;
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// Train an OCR classifier with data from a (protected) training file.
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double TrainfOcrClassMlpProtected(const HTuple& TrainingFile, const HTuple& Password, Hlong MaxIterations, double WeightTolerance, double ErrorTolerance, HTuple* ErrorLog) const;
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// Train an OCR classifier with data from a (protected) training file.
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double TrainfOcrClassMlpProtected(const HString& TrainingFile, const HString& Password, Hlong MaxIterations, double WeightTolerance, double ErrorTolerance, HTuple* ErrorLog) const;
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// Train an OCR classifier with data from a (protected) training file.
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double TrainfOcrClassMlpProtected(const char* TrainingFile, const char* Password, Hlong MaxIterations, double WeightTolerance, double ErrorTolerance, HTuple* ErrorLog) const;
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// Train an OCR classifier.
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double TrainfOcrClassMlp(const HTuple& TrainingFile, Hlong MaxIterations, double WeightTolerance, double ErrorTolerance, HTuple* ErrorLog) const;
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// Train an OCR classifier.
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double TrainfOcrClassMlp(const HString& TrainingFile, Hlong MaxIterations, double WeightTolerance, double ErrorTolerance, HTuple* ErrorLog) const;
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// Train an OCR classifier.
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double TrainfOcrClassMlp(const char* TrainingFile, Hlong MaxIterations, double WeightTolerance, double ErrorTolerance, HTuple* ErrorLog) const;
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// Compute the information content of the preprocessed feature vectors of an OCR classifier.
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HTuple GetPrepInfoOcrClassMlp(const HTuple& TrainingFile, const HString& Preprocessing, HTuple* CumInformationCont) const;
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// Compute the information content of the preprocessed feature vectors of an OCR classifier.
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HTuple GetPrepInfoOcrClassMlp(const HString& TrainingFile, const HString& Preprocessing, HTuple* CumInformationCont) const;
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// Compute the information content of the preprocessed feature vectors of an OCR classifier.
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HTuple GetPrepInfoOcrClassMlp(const char* TrainingFile, const char* Preprocessing, HTuple* CumInformationCont) const;
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// Return the rejection class parameters of an OCR classifier.
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HTuple GetRejectionParamsOcrClassMlp(const HTuple& GenParamName) const;
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// Return the rejection class parameters of an OCR classifier.
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HString GetRejectionParamsOcrClassMlp(const HString& GenParamName) const;
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// Return the rejection class parameters of an OCR classifier.
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HString GetRejectionParamsOcrClassMlp(const char* GenParamName) const;
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// Set the rejection class parameters of an OCR classifier.
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void SetRejectionParamsOcrClassMlp(const HTuple& GenParamName, const HTuple& GenParamValue) const;
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// Set the rejection class parameters of an OCR classifier.
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void SetRejectionParamsOcrClassMlp(const HString& GenParamName, const HString& GenParamValue) const;
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// Set the rejection class parameters of an OCR classifier.
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void SetRejectionParamsOcrClassMlp(const char* GenParamName, const char* GenParamValue) const;
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// Return the regularization parameters of an OCR classifier.
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HTuple GetRegularizationParamsOcrClassMlp(const HString& GenParamName) const;
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// Return the regularization parameters of an OCR classifier.
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HTuple GetRegularizationParamsOcrClassMlp(const char* GenParamName) const;
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// Set the regularization parameters of an OCR classifier.
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void SetRegularizationParamsOcrClassMlp(const HString& GenParamName, const HTuple& GenParamValue) const;
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// Set the regularization parameters of an OCR classifier.
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void SetRegularizationParamsOcrClassMlp(const HString& GenParamName, double GenParamValue) const;
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// Set the regularization parameters of an OCR classifier.
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void SetRegularizationParamsOcrClassMlp(const char* GenParamName, double GenParamValue) const;
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// Return the parameters of an OCR classifier.
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void GetParamsOcrClassMlp(Hlong* WidthCharacter, Hlong* HeightCharacter, HString* Interpolation, HTuple* Features, HTuple* Characters, Hlong* NumHidden, HString* Preprocessing, Hlong* NumComponents) const;
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// Return the parameters of an OCR classifier.
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void GetParamsOcrClassMlp(Hlong* WidthCharacter, Hlong* HeightCharacter, HString* Interpolation, HString* Features, HTuple* Characters, Hlong* NumHidden, HString* Preprocessing, Hlong* NumComponents) const;
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// Create an OCR classifier using a multilayer perceptron.
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void CreateOcrClassMlp(Hlong WidthCharacter, Hlong HeightCharacter, const HString& Interpolation, const HTuple& Features, const HTuple& Characters, Hlong NumHidden, const HString& Preprocessing, Hlong NumComponents, Hlong RandSeed);
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// Create an OCR classifier using a multilayer perceptron.
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void CreateOcrClassMlp(Hlong WidthCharacter, Hlong HeightCharacter, const HString& Interpolation, const HString& Features, const HTuple& Characters, Hlong NumHidden, const HString& Preprocessing, Hlong NumComponents, Hlong RandSeed);
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// Create an OCR classifier using a multilayer perceptron.
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void CreateOcrClassMlp(Hlong WidthCharacter, Hlong HeightCharacter, const char* Interpolation, const char* Features, const HTuple& Characters, Hlong NumHidden, const char* Preprocessing, Hlong NumComponents, Hlong RandSeed);
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};
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// forward declarations and types for internal array implementation
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template<class T> class HSmartPtr;
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template<class T> class HHandleBaseArrayRef;
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typedef HHandleBaseArrayRef<HOCRMlp> HOCRMlpArrayRef;
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typedef HSmartPtr< HOCRMlpArrayRef > HOCRMlpArrayPtr;
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// Represents multiple tool instances
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class LIntExport HOCRMlpArray : public HHandleBaseArray
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{
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public:
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// Create empty array
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HOCRMlpArray();
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// Create array from native array of tool instances
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HOCRMlpArray(HOCRMlp* classes, Hlong length);
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// Copy constructor
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HOCRMlpArray(const HOCRMlpArray &tool_array);
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// Destructor
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virtual ~HOCRMlpArray();
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// Assignment operator
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HOCRMlpArray &operator=(const HOCRMlpArray &tool_array);
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// Clears array and all tool instances
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virtual void Clear();
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// Get array of native tool instances
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const HOCRMlp* Tools() const;
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// Get number of tools
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virtual Hlong Length() const;
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// Create tool array from tuple of handles
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virtual void SetFromTuple(const HTuple& handles);
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// Get tuple of handles for tool array
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virtual HTuple ConvertToTuple() const;
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protected:
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// Smart pointer to internal data container
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HOCRMlpArrayPtr *mArrayPtr;
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};
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}
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#endif
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