Point Cloud Library (PCL)  1.13.1-dev
List of all members | Public Types | Public Member Functions
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 = shared_ptr< DecisionTreeTrainerDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType > >
 
using ConstPtr = shared_ptr< const DecisionTreeTrainerDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType > >
 

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. More...
 
- Public Member Functions inherited from pcl::DecisionTreeTrainerDataProvider< FeatureType, DataSet, LabelType, ExampleIndex, NodeType >
 DecisionTreeTrainerDataProvider ()=default
 Constructor. More...
 
virtual ~DecisionTreeTrainerDataProvider ()=default
 Destructor. More...
 

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.

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 130 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 145 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 125 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 135 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 140 of file face_detector_data_provider.h.

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