Point Cloud Library (PCL) 1.12.1
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pcl::face_detection::FaceDetectorDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType > Class Template Reference

#include <pcl/recognition/face_detection/face_detector_data_provider.h>

Inheritance diagram for pcl::face_detection::FaceDetectorDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >:
Collaboration diagram for pcl::face_detection::FaceDetectorDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >:

Public Types

using Ptr = shared_ptr<FaceDetectorDataProvider<FeatureType, DataSet, LabelType, ExampleIndex, NodeType>>
using ConstPtr = shared_ptr<const FaceDetectorDataProvider<FeatureType, DataSet, LabelType, ExampleIndex, NodeType>>
Public Types inherited from pcl::DecisionTreeTrainerDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >
using Ptr
using ConstPtr

Public Member Functions

 FaceDetectorDataProvider ()
virtual ~FaceDetectorDataProvider ()
void setPatchesPerImage (int n)
void setMinImagesPerBin (int n)
void setUseNormals (bool use)
void setWSize (int size)
void setNumImages (int n)
void initialize (std::string &data_dir)
void getDatasetAndLabels (DataSet &data_set, std::vector< LabelType > &label_data, std::vector< ExampleIndex > &examples) override
 Virtual function called to obtain training examples and labels before training a specific tree.
Public Member Functions inherited from pcl::DecisionTreeTrainerDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >
 DecisionTreeTrainerDataProvider ()
 Constructor.
 ~DecisionTreeTrainerDataProvider ()
 Destructor.

Detailed Description

template<class FeatureType, class DataSet, class LabelType, class ExampleIndex, class NodeType>
class pcl::face_detection::FaceDetectorDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >

Definition at line 28 of file face_detector_data_provider.h.

Member Typedef Documentation

◆ ConstPtr

template<class FeatureType, class DataSet, class LabelType, class ExampleIndex, class NodeType>
using pcl::face_detection::FaceDetectorDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >::ConstPtr = shared_ptr<const FaceDetectorDataProvider<FeatureType, DataSet, LabelType, ExampleIndex, NodeType>>

Definition at line 114 of file face_detector_data_provider.h.

◆ Ptr

template<class FeatureType, class DataSet, class LabelType, class ExampleIndex, class NodeType>
using pcl::face_detection::FaceDetectorDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >::Ptr = shared_ptr<FaceDetectorDataProvider<FeatureType, DataSet, LabelType, ExampleIndex, NodeType>>

Definition at line 113 of file face_detector_data_provider.h.

Constructor & Destructor Documentation

◆ FaceDetectorDataProvider()

template<class FeatureType, class DataSet, class LabelType, class ExampleIndex, class NodeType>
pcl::face_detection::FaceDetectorDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >::FaceDetectorDataProvider ( )
inline

Definition at line 116 of file face_detector_data_provider.h.

◆ ~FaceDetectorDataProvider()

template<class FeatureType, class DataSet, class LabelType, class ExampleIndex, class NodeType>
virtual pcl::face_detection::FaceDetectorDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >::~FaceDetectorDataProvider ( )
inlinevirtual

Definition at line 125 of file face_detector_data_provider.h.

Member Function Documentation

◆ getDatasetAndLabels()

template<class FeatureType, class DataSet, class LabelType, class ExampleIndex, class NodeType>
void pcl::face_detection::FaceDetectorDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >::getDatasetAndLabels ( DataSet & data_set,
std::vector< LabelType > & label_data,
std::vector< ExampleIndex > & examples )
overridevirtual

Virtual function called to obtain training examples and labels before training a specific tree.

Implements pcl::DecisionTreeTrainerDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >.

◆ initialize()

template<class FeatureType, class DataSet, class LabelType, class ExampleIndex, class NodeType>
void pcl::face_detection::FaceDetectorDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >::initialize ( std::string & data_dir)

◆ setMinImagesPerBin()

template<class FeatureType, class DataSet, class LabelType, class ExampleIndex, class NodeType>
void pcl::face_detection::FaceDetectorDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >::setMinImagesPerBin ( int n)
inline

Definition at line 135 of file face_detector_data_provider.h.

◆ setNumImages()

template<class FeatureType, class DataSet, class LabelType, class ExampleIndex, class NodeType>
void pcl::face_detection::FaceDetectorDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >::setNumImages ( int n)
inline

Definition at line 150 of file face_detector_data_provider.h.

◆ setPatchesPerImage()

template<class FeatureType, class DataSet, class LabelType, class ExampleIndex, class NodeType>
void pcl::face_detection::FaceDetectorDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >::setPatchesPerImage ( int n)
inline

Definition at line 130 of file face_detector_data_provider.h.

◆ setUseNormals()

template<class FeatureType, class DataSet, class LabelType, class ExampleIndex, class NodeType>
void pcl::face_detection::FaceDetectorDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >::setUseNormals ( bool use)
inline

Definition at line 140 of file face_detector_data_provider.h.

◆ setWSize()

template<class FeatureType, class DataSet, class LabelType, class ExampleIndex, class NodeType>
void pcl::face_detection::FaceDetectorDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >::setWSize ( int size)
inline

Definition at line 145 of file face_detector_data_provider.h.

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