OTB  6.7.0
Orfeo Toolbox
Classes | Public Types | Public Member Functions | Protected Types | Protected Member Functions | Private Member Functions | List of all members
otb::Wrapper::TrainImagesBase Class Reference

#include <otbTrainImagesBase.h>

+ Inheritance diagram for otb::Wrapper::TrainImagesBase:
+ Collaboration diagram for otb::Wrapper::TrainImagesBase:

Classes

struct  SamplingRates
 
class  TrainFileNamesHandler
 

Public Types

typedef itk::SmartPointer
< const Self
ConstPointer
 
typedef
otb::SamplingRateCalculator::MapRateType 
MapRateType
 
typedef
otb::OGRDataToSamplePositionFilter
< FloatVectorImageType,
UInt8ImageType,
otb::PeriodicSampler
PeriodicSamplerType
 
typedef itk::SmartPointer< SelfPointer
 
typedef TrainImagesBase Self
 
typedef CompositeApplication Superclass
 
- Public Types inherited from otb::Wrapper::CompositeApplication
typedef itk::MemberCommand< SelfAddProcessCommandType
 
typedef itk::SmartPointer
< const Self
ConstPointer
 
typedef std::map< std::string,
InternalApplication
InternalAppContainer
 
typedef itk::SmartPointer< SelfPointer
 
typedef CompositeApplication Self
 
typedef Application Superclass
 
- Public Types inherited from otb::Wrapper::Application
typedef itk::SmartPointer
< const Self
ConstPointer
 
typedef itk::SmartPointer< SelfPointer
 
typedef Application Self
 
typedef itk::Object Superclass
 
- Public Types inherited from itk::Object
typedef SmartPointer< const SelfConstPointer
 
typedef SmartPointer< SelfPointer
 
typedef Object Self
 
typedef LightObject Superclass
 
- Public Types inherited from itk::LightObject
typedef SmartPointer< const SelfConstPointer
 
typedef SmartPointer< SelfPointer
 
typedef LightObject Self
 

Public Member Functions

virtual const char * GetNameOfClass () const
 
- Public Member Functions inherited from otb::Wrapper::Application
void AddDocTag (const std::string &)
 
unsigned int AddExample (const std::string &comm="")
 
void AddImageToParameterInputImageList (std::string parameter, ImageBaseType *img)
 
void AddParameterStringList (std::string parameter, const std::string &str)
 
void ClearParameterInputImageList (std::string parameter)
 
void ClearValue (std::string paramKey)
 
void DisableParameter (std::string paramKey)
 
void EnableParameter (std::string paramKey)
 
int Execute ()
 
int ExecuteAndWriteOutput ()
 
void FreeRessources ()
 
std::vector< std::string > GetChoiceKeys (std::string paramKey)
 
std::vector< std::string > GetChoiceNames (std::string paramKey)
 
std::string GetCLExample ()
 
float GetDefaultParameterFloat (std::string parameter)
 
int GetDefaultParameterInt (std::string parameter)
 
virtual const char * GetDescription () const
 
virtual const char * GetDocAuthors () const
 
DocExampleStructure::Pointer GetDocExample ()
 
virtual const char * GetDocLimitations () const
 
virtual const std::string & GetDocLink () const
 
virtual const char * GetDocLongDescription () const
 
virtual const char * GetDocSeeAlso () const
 
virtual std::vector< std::string > GetDocTags () const
 
std::string GetExampleComment (unsigned int id)
 
unsigned int GetExampleNumberOfParameters (unsigned int id)
 
std::string GetExampleParameterKey (unsigned int exId, unsigned int paramId)
 
std::string GetExampleParameterValue (unsigned int exId, unsigned int paramId)
 
std::string GetHtmlExample ()
 
ImagePixelType GetImageBasePixelType (const std::string &key, unsigned int idx=0)
 
otb::ImageKeywordlist GetImageKeywordlist (const std::string &key, unsigned int idx=0)
 
itk::MetaDataDictionary GetImageMetaData (const std::string &key, unsigned int idx=0)
 
unsigned int GetImageNbBands (const std::string &key, unsigned int idx=0)
 
ImageBaseType::PointType GetImageOrigin (const std::string &key, unsigned int idx=0)
 
std::string GetImageProjection (const std::string &key, unsigned int idx=0)
 
ImageBaseType::RegionType GetImageRequestedRegion (const std::string &key, unsigned int idx=0)
 
ImageBaseType::SizeType GetImageSize (const std::string &key, unsigned int idx=0)
 
ImageBaseType::SpacingType GetImageSpacing (const std::string &key, unsigned int idx=0)
 
double GetLastExecutionTiming () const
 
bool GetListViewSingleSelectionMode (const std::string &parameter)
 
otb::LoggerGetLogger () const
 
virtual const char * GetName () const
 
unsigned int GetNumberOfElementsInParameterInputImageList (std::string parameter)
 
unsigned int GetNumberOfExamples ()
 
std::vector< std::pair
< std::string, std::string > > 
GetOutputParametersSumUp ()
 
std::string GetParameterAsString (std::string paramKey)
 
ParameterGetParameterByKey (std::string parameter, bool follow=true)
 
const ParameterGetParameterByKey (std::string parameter, bool follow=true) const
 
ComplexDoubleImageTypeGetParameterComplexDoubleImage (std::string)
 
ComplexDoubleVectorImageTypeGetParameterComplexDoubleVectorImage (std::string)
 
ComplexFloatImageTypeGetParameterComplexFloatImage (std::string)
 
ComplexFloatVectorImageTypeGetParameterComplexFloatVectorImage (std::string)
 
ComplexInt16ImageTypeGetParameterComplexInt16Image (std::string)
 
ComplexInt16VectorImageTypeGetParameterComplexInt16VectorImage (std::string)
 
ComplexInt32ImageTypeGetParameterComplexInt32Image (std::string)
 
ComplexInt32VectorImageTypeGetParameterComplexInt32VectorImage (std::string)
 
std::string GetParameterDescription (std::string paramKey)
 
DoubleImageTypeGetParameterDoubleImage (std::string)
 
DoubleVectorImageTypeGetParameterDoubleVectorImage (std::string)
 
float GetParameterFloat (std::string parameter)
 
FloatImageTypeGetParameterFloatImage (std::string)
 
FloatVectorImageTypeGetParameterFloatVectorImage (std::string)
 
FloatVectorImageTypeGetParameterImage (std::string parameter)
 
ImageBaseTypeGetParameterImageBase (const std::string &key, unsigned int idx=0)
 
FloatVectorImageListTypeGetParameterImageList (std::string parameter)
 
int GetParameterInt (std::string parameter)
 
Int16ImageTypeGetParameterInt16Image (std::string)
 
Int16VectorImageTypeGetParameterInt16VectorImage (std::string)
 
Int32ImageTypeGetParameterInt32Image (std::string)
 
Int32VectorImageTypeGetParameterInt32VectorImage (std::string)
 
ParameterGroupGetParameterList ()
 
std::string GetParameterName (std::string paramKey)
 
ImageBaseTypeGetParameterOutputImage (std::string parameter)
 
ImagePixelType GetParameterOutputImagePixelType (std::string parameter)
 
Role GetParameterRole (std::string paramKey) const
 
std::vector< std::string > GetParametersKeys (bool recursive=true)
 
std::string GetParameterString (std::string parameter)
 
std::vector< std::string > GetParameterStringList (const std::string &parameter)
 
ParameterType GetParameterType (std::string paramKey) const
 
UInt16ImageTypeGetParameterUInt16Image (std::string)
 
UInt16VectorImageTypeGetParameterUInt16VectorImage (std::string)
 
UInt32ImageTypeGetParameterUInt32Image (std::string)
 
UInt32VectorImageTypeGetParameterUInt32VectorImage (std::string)
 
UInt8ImageTypeGetParameterUInt8Image (std::string)
 
UInt8RGBAImageTypeGetParameterUInt8RGBAImage (std::string)
 
UInt8RGBImageTypeGetParameterUInt8RGBImage (std::string)
 
UInt8VectorImageTypeGetParameterUInt8VectorImage (std::string)
 
UserLevel GetParameterUserLevel (std::string paramKey) const
 
VectorDataTypeGetParameterVectorData (std::string parameter)
 
VectorDataListTypeGetParameterVectorDataList (std::string parameter)
 
std::string GetProgressDescription () const
 
itk::ProcessObjectGetProgressSource () const
 
bool HasAutomaticValue (std::string paramKey) const
 
bool HasUserValue (std::string paramKey) const
 
bool HasValue (std::string paramKey) const
 
void Init ()
 
bool IsApplicationReady ()
 
bool IsDeprecated ()
 
bool IsInitialized () const
 
bool IsMandatory (std::string paramKey) const
 
bool IsParameterEnabled (std::string paramKey, bool recurseParents=false) const
 
bool IsParameterMissing (const std::string &key) const
 
void LoadParametersFromXML (const std::string &filename)
 
unsigned long PropagateRequestedRegion (const std::string &key, ImageBaseType::RegionType region, unsigned int idx=0)
 
void RegisterPipeline ()
 
void SaveParametersToXML (const std::string &filename)
 
void SetDefaultOutputComplexPixelType (std::string parameter, ComplexImagePixelType type)
 
void SetDefaultOutputPixelType (std::string parameter, ImagePixelType type)
 
void SetDefaultParameterFloat (std::string parameter, float value)
 
void SetDefaultParameterInt (std::string parameter, int value)
 
void SetDescription (const std::string &)
 
virtual void SetDocAuthors (const std::string &)
 
void SetDocExampleParameterValue (const std::string key, const std::string value, unsigned int exId=0)
 
virtual void SetDocLimitations (const std::string &)
 
virtual void SetDocLink (const std::string &link)
 
virtual void SetDocLongDescription (const std::string &)
 
virtual void SetDocSeeAlso (const std::string &)
 
virtual void SetDocTags (std::vector< std::string >)
 
void SetExampleComment (const std::string &comm, unsigned int i)
 
void SetListViewSingleSelectionMode (std::string parameter, bool status)
 
void SetLogger (otb::Logger *logger)
 
void SetMaximumParameterFloatValue (std::string parameter, float value)
 
void SetMaximumParameterIntValue (std::string parameter, int value)
 
void SetMinimumParameterFloatValue (std::string parameter, float value)
 
void SetMinimumParameterIntValue (std::string parameter, int value)
 
virtual void SetName (const std::string &)
 
void SetNthParameterInputImageList (std::string parameter, const unsigned int &id, ImageBaseType *img)
 
void SetNthParameterStringList (std::string parameter, const unsigned int &id, const std::string &str)
 
void SetOfficialDocLink ()
 
void SetParameterDescription (std::string paramKey, std::string dec)
 
void SetParameterFloat (std::string parameter, float value, bool hasUserValueFlag=true)
 
void SetParameterImageBase (const std::string &key, ImageBaseType *img, unsigned int idx=0)
 
void SetParameterInputImage (std::string parameter, ImageBaseType *inputImage)
 
void SetParameterInt (std::string parameter, int value, bool hasUserValueFlag=true)
 
void SetParameterList (ParameterGroup::Pointer paramGroup)
 
void SetParameterOutputImage (std::string parameter, FloatVectorImageType *value)
 
void SetParameterOutputImagePixelType (std::string parameter, ImagePixelType pixelType)
 
void SetParameterOutputVectorData (std::string parameter, VectorDataType *value)
 
void SetParameterString (std::string parameter, std::string value, bool hasUserValueFlag=true)
 
void SetParameterStringList (std::string parameter, std::vector< std::string > values, bool hasUserValueFlag=true)
 
void SetParameterUserValue (std::string paramKey, bool value)
 
void Stop ()
 
void UpdateParameters ()
 
- Public Member Functions inherited from itk::Object
unsigned long AddObserver (const EventObject &event, Command *)
 
unsigned long AddObserver (const EventObject &event, Command *) const
 
virtual LightObject::Pointer CreateAnother () const override
 
virtual void DebugOff () const
 
virtual void DebugOn () const
 
CommandGetCommand (unsigned long tag)
 
bool GetDebug () const
 
const MetaDataDictionaryGetMetaDataDictionary () const
 
MetaDataDictionaryGetMetaDataDictionary ()
 
virtual ModifiedTimeType GetMTime () const
 
virtual const std::string & GetObjectName () const
 
virtual const TimeStampGetTimeStamp () const
 
bool HasObserver (const EventObject &event) const
 
void InvokeEvent (const EventObject &)
 
void InvokeEvent (const EventObject &) const
 
virtual void Modified () const
 
virtual void Register () const override
 
void RemoveAllObservers ()
 
void RemoveObserver (unsigned long tag)
 
void SetDebug (bool debugFlag) const
 
void SetMetaDataDictionary (const MetaDataDictionary &rhs)
 
virtual void SetObjectName (std::string _arg)
 
virtual void SetReferenceCount (int) override
 
virtual void UnRegister () const noexceptoverride
 
- Public Member Functions inherited from itk::LightObject
virtual void Delete ()
 
virtual int GetReferenceCount () const
 
 itkCloneMacro (Self)
 
void Print (std::ostream &os, Indent indent=0) const
 

Protected Types

enum  SamplingStrategy {
  CLASS,
  GEOMETRIC
}
 

Protected Member Functions

SamplingRates ComputeFinalMaximumSamplingRates (bool dedicatedValidation)
 
void ComputePolygonStatistics (FloatVectorImageListType *imageList, const std::vector< std::string > &vectorFileNames, const std::vector< std::string > &statisticsFileNames)
 
void ComputeSamplingRate (const std::vector< std::string > &statisticsFileNames, const std::string &ratesFileName, long maximum)
 
void ConnectClassificationParams ()
 
void ConnectSamplingParameters ()
 
void InitClassification ()
 
void InitIO ()
 
void InitSampling ()
 
void SelectAndExtractSamples (FloatVectorImageType *image, std::string vectorFileName, std::string sampleFileName, std::string statisticsFileName, std::string ratesFileName, SamplingStrategy strategy, std::string selectedField="")
 
void SelectAndExtractTrainSamples (const TrainFileNamesHandler &fileNames, FloatVectorImageListType *imageList, std::vector< std::string > vectorFileNames, SamplingStrategy strategy, std::string selectedFieldName="")
 
void SelectAndExtractValidationSamples (const TrainFileNamesHandler &fileNames, FloatVectorImageListType *imageList, const std::vector< std::string > &validationVectorFileList=std::vector< std::string >())
 
void ShareClassificationParams ()
 
void ShareSamplingParameters ()
 
void SplitTrainingToValidationSamples (const TrainFileNamesHandler &fileNames, FloatVectorImageListType *imageList)
 
void TrainModel (FloatVectorImageListType *imageList, const std::vector< std::string > &sampleTrainFileNames, const std::vector< std::string > &sampleValidationFileNames)
 
- Protected Member Functions inherited from otb::Wrapper::CompositeApplication
bool AddApplication (std::string appType, std::string key, std::string desc)
 
void ClearApplications ()
 
 CompositeApplication ()
 
bool Connect (std::string fromKey, std::string toKey)
 
ApplicationDecodeKey (std::string &key)
 
void ExecuteInternal (std::string key)
 
std::string GetInternalAppDescription (std::string id)
 
ApplicationGetInternalApplication (std::string id)
 
void LinkWatchers (itk::Object *, const itk::EventObject &event)
 
bool ShareParameter (std::string localKey, std::string internalKey, std::string name=std::string(), std::string desc=std::string())
 
void UpdateInternalParameters (std::string key)
 
 ~CompositeApplication () override
 
- Protected Member Functions inherited from otb::Wrapper::Application
void AddChoice (std::string paramKey, std::string paramName)
 
void AddParameter (ParameterType type, std::string paramKey, std::string paramName)
 
void AddProcess (itk::ProcessObject *object, std::string description)
 
void AddRAMParameter (std::string paramKey="ram")
 
void AddRAMParameter (std::string paramKey, std::string paramName, unsigned int defaultValue)
 
void AddRANDParameter (std::string paramKey="rand")
 
void AddRANDParameter (std::string paramKey, std::string paramName, unsigned int defaultValue)
 
 Application ()
 
void AutomaticValueOff (std::string paramKey)
 
void AutomaticValueOn (std::string paramKey)
 
void ClearChoices (std::string key)
 
template<class TImageType >
TImageType * GetParameterImage (std::string parameter)
 
std::vector< int > GetSelectedItems (std::string paramKey)
 
void MandatoryOff (std::string paramKey)
 
void MandatoryOn (std::string paramKey)
 
template<class TImageType >
void SetParameterOutputImage (std::string parameter, TImageType *value)
 
void SetParameterRole (std::string paramKey, Role role)
 
void SetParameterUserLevel (std::string paramKey, UserLevel level)
 
 ~Application () override
 
- Protected Member Functions inherited from itk::Object
 Object ()
 
bool PrintObservers (std::ostream &os, Indent indent) const
 
virtual void PrintSelf (std::ostream &os, Indent indent) const override
 
virtual void SetTimeStamp (const TimeStamp &time)
 
virtual ~Object ()
 
- Protected Member Functions inherited from itk::LightObject
virtual LightObject::Pointer InternalClone () const
 
 LightObject ()
 
virtual void PrintHeader (std::ostream &os, Indent indent) const
 
virtual void PrintTrailer (std::ostream &os, Indent indent) const
 
virtual ~LightObject ()
 

Private Member Functions

void SplitTrainingAndValidationSamples (FloatVectorImageType *image, std::string sampleFileName, std::string sampleTrainFileName, std::string sampleValidFileName, std::string ratesTrainFileName)
 

Additional Inherited Members

- Static Public Member Functions inherited from itk::Object
static bool GetGlobalWarningDisplay ()
 
static void GlobalWarningDisplayOff ()
 
static void GlobalWarningDisplayOn ()
 
static Pointer New ()
 
static void SetGlobalWarningDisplay (bool flag)
 
- Static Public Member Functions inherited from itk::LightObject
static void BreakOnError ()
 
static Pointer New ()
 
- Protected Attributes inherited from itk::LightObject
AtomicInt< int > m_ReferenceCount
 

Detailed Description

Base class for the TrainImagesClassifier.

This class intends to hold common input/output parameters and composite application connection for both supervised and unsupervised model training.

Definition at line 47 of file otbTrainImagesBase.h.

Member Typedef Documentation

Definition at line 54 of file otbTrainImagesBase.h.

Definition at line 62 of file otbTrainImagesBase.h.

filters typedefs

Definition at line 57 of file otbTrainImagesBase.h.

Definition at line 53 of file otbTrainImagesBase.h.

Standard class typedefs.

Definition at line 51 of file otbTrainImagesBase.h.

Definition at line 52 of file otbTrainImagesBase.h.

Member Enumeration Documentation

Enumerator
CLASS 
GEOMETRIC 

Definition at line 66 of file otbTrainImagesBase.h.

Member Function Documentation

TrainImagesBase::SamplingRates otb::Wrapper::TrainImagesBase::ComputeFinalMaximumSamplingRates ( bool  dedicatedValidation)
protected
void otb::Wrapper::TrainImagesBase::ComputePolygonStatistics ( FloatVectorImageListType imageList,
const std::vector< std::string > &  vectorFileNames,
const std::vector< std::string > &  statisticsFileNames 
)
protected

Compute polygon statistics given provided strategy with PolygonClassStatistics class

Parameters
imageListlist of input images
vectorFileNameslist of input vector file names
statisticsFileNameslist of out

Definition at line 154 of file otbTrainImagesBase.hxx.

References otb::Wrapper::CompositeApplication::ExecuteInternal(), otb::Wrapper::CompositeApplication::GetInternalApplication(), otb::ObjectList< TObject >::GetNthElement(), otb::Wrapper::Application::SetParameterInputImage(), otb::Wrapper::Application::SetParameterString(), and otb::ObjectList< TObject >::Size().

void otb::Wrapper::TrainImagesBase::ComputeSamplingRate ( const std::vector< std::string > &  statisticsFileNames,
const std::string &  ratesFileName,
long  maximum 
)
protected

Compute rates using MultiImageSamplingRate application

Parameters
statisticsFileNames
ratesFileName
maximumfinal maximum value computed by ComputeFinalMaximumSamplingRates
See Also
ComputeFinalMaximumSamplingRates

Definition at line 222 of file otbTrainImagesBase.hxx.

References otb::Wrapper::CompositeApplication::ExecuteInternal(), otb::Wrapper::CompositeApplication::GetInternalApplication(), otb::Wrapper::Application::GetParameterInt(), otb::Wrapper::Application::SetParameterString(), and otb::Wrapper::Application::SetParameterStringList().

void otb::Wrapper::TrainImagesBase::ConnectClassificationParams ( )
protected

Definition at line 148 of file otbTrainImagesBase.hxx.

References otb::Wrapper::CompositeApplication::Connect().

Referenced by InitClassification().

void otb::Wrapper::TrainImagesBase::ConnectSamplingParameters ( )
protected

Definition at line 109 of file otbTrainImagesBase.hxx.

References otb::Wrapper::CompositeApplication::Connect().

Referenced by InitSampling().

virtual const char* otb::Wrapper::TrainImagesBase::GetNameOfClass ( ) const
virtual

Standard macro

Reimplemented from otb::Wrapper::CompositeApplication.

void otb::Wrapper::TrainImagesBase::InitClassification ( )
protected
void otb::Wrapper::TrainImagesBase::InitIO ( )
protected
void otb::Wrapper::TrainImagesBase::InitSampling ( )
protected
void otb::Wrapper::TrainImagesBase::SelectAndExtractSamples ( FloatVectorImageType image,
std::string  vectorFileName,
std::string  sampleFileName,
std::string  statisticsFileName,
std::string  ratesFileName,
SamplingStrategy  strategy,
std::string  selectedField = "" 
)
protected
void otb::Wrapper::TrainImagesBase::SelectAndExtractTrainSamples ( const TrainFileNamesHandler fileNames,
FloatVectorImageListType imageList,
std::vector< std::string >  vectorFileNames,
SamplingStrategy  strategy,
std::string  selectedFieldName = "" 
)
protected

Select and extract samples with the SampleSelection and SampleExtraction application.

Parameters
fileNames
imageList
vectorFileNames
strategythe strategy used for selection (by class or with geometry)
selectedFieldName

Definition at line 316 of file otbTrainImagesBase.hxx.

References otb::ObjectList< TObject >::GetNthElement(), otb::Wrapper::TrainImagesBase::TrainFileNamesHandler::polyStatTrainOutputs, otb::Wrapper::TrainImagesBase::TrainFileNamesHandler::ratesTrainOutputs, otb::Wrapper::TrainImagesBase::TrainFileNamesHandler::sampleOutputs, SelectAndExtractSamples(), and otb::ObjectList< TObject >::Size().

void otb::Wrapper::TrainImagesBase::SelectAndExtractValidationSamples ( const TrainFileNamesHandler fileNames,
FloatVectorImageListType imageList,
const std::vector< std::string > &  validationVectorFileList = std::vector<std::string>() 
)
protected

Function used to select validation samples based on a defined strategy (geometric in unsupervised mode) and extract them. With dedicated validation the 'by class' sampling strategy and statistics are used. Otherwise this function split training to validation samples corresponding to sample.vtr percentage. or do nothing if this percentage is == 0

Parameters
fileNames
imageList
validationVectorFileListoptional validation vector file for each images

Definition at line 332 of file otbTrainImagesBase.hxx.

References CLASS, otb::ObjectList< TObject >::GetNthElement(), otb::Wrapper::TrainImagesBase::TrainFileNamesHandler::polyStatValidOutputs, otb::Wrapper::TrainImagesBase::TrainFileNamesHandler::ratesValidOutputs, otb::Wrapper::TrainImagesBase::TrainFileNamesHandler::sampleValidOutputs, SelectAndExtractSamples(), and otb::ObjectList< TObject >::Size().

void otb::Wrapper::TrainImagesBase::ShareClassificationParams ( )
protected
void otb::Wrapper::TrainImagesBase::ShareSamplingParameters ( )
protected

Definition at line 96 of file otbTrainImagesBase.hxx.

References otb::Wrapper::CompositeApplication::ShareParameter().

Referenced by InitSampling().

void otb::Wrapper::TrainImagesBase::SplitTrainingAndValidationSamples ( FloatVectorImageType image,
std::string  sampleFileName,
std::string  sampleTrainFileName,
std::string  sampleValidFileName,
std::string  ratesTrainFileName 
)
private

Function used to split training samples in set of training and validation.

Parameters
imageinput image
sampleFileNamethe input sample file name
sampleTrainFileNamethe input training file name
sampleValidFileNamethe input validation file name
ratesTrainFileNamethe rates file name

Definition at line 355 of file otbTrainImagesBase.hxx.

References otb::Wrapper::Application::AddProcess(), otb::Wrapper::Application::GetParameterFloat(), otb::Wrapper::Application::GetParameterInt(), otb::Wrapper::Application::GetParameterStringList(), otb::SamplingRateCalculator::New(), otb::ogr::DataSource::New(), otb::OGRDataToSamplePositionFilter< TInputImage, TMaskImage, TSampler >::New(), otb::ogr::DataSource::Modes::Overwrite, and otb::ogr::DataSource::Modes::Read.

Referenced by SplitTrainingToValidationSamples().

void otb::Wrapper::TrainImagesBase::SplitTrainingToValidationSamples ( const TrainFileNamesHandler fileNames,
FloatVectorImageListType imageList 
)
protected
void otb::Wrapper::TrainImagesBase::TrainModel ( FloatVectorImageListType imageList,
const std::vector< std::string > &  sampleTrainFileNames,
const std::vector< std::string > &  sampleValidationFileNames 
)
protected

Train the model with training and optional validation data samples

Parameters
imageListlist of input images
sampleTrainFileNamesfiles names of the training samples
sampleValidationFileNamesfile names of the validation sample

Definition at line 250 of file otbTrainImagesBase.hxx.

References otb::Wrapper::CompositeApplication::ExecuteInternal(), otb::Wrapper::CompositeApplication::GetInternalApplication(), otb::ObjectList< TObject >::GetNthElement(), otb::Wrapper::Application::SetParameterStringList(), and otb::Wrapper::CompositeApplication::UpdateInternalParameters().


The documentation for this class was generated from the following files: