Point Cloud Library (PCL) 1.15.1
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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 >:

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 ()
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 ()=default
 Constructor.
virtual ~DecisionTreeTrainerDataProvider ()=default
 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 26 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 112 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 111 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 114 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 128 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 143 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 123 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 133 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 138 of file face_detector_data_provider.h.

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