This is a C++ abstract class, it provides external user API to work with Latent SVM. More...

#include "latentsvm.hpp"

Public Member Functions
virtual	~LSVMDetector ()

virtual void	detect (cv::Mat const &image, std::vector< ObjectDetection > &objects, float overlapThreshold=0.5f)=0
	Find rectangular regions in the given image that are likely to contain objects of loaded classes (models) and corresponding confidence levels. More...

virtual size_t	getClassCount () const =0
	Return a count of loaded models (classes). More...

virtual std::vector < std::string > const &	getClassNames () const =0
	Return the class (model) names that were passed in constructor or method load or extracted from models filenames in those methods. More...

virtual bool	isEmpty () const =0

Static Public Member Functions
static cv::Ptr< LSVMDetector >	create (std::vector< std::string > const &filenames, std::vector< std::string > const &classNames=std::vector< std::string >())
	Load the trained models from given .xml files and return cv::Ptr<LSVMDetector>. More...

Detailed Description

This is a C++ abstract class, it provides external user API to work with Latent SVM.

Constructor & Destructor Documentation

virtual cv::lsvm::LSVMDetector::~LSVMDetector ( )

inlinevirtual

static cv::Ptr<LSVMDetector> cv::lsvm::LSVMDetector::create	(	std::vector< std::string > const &	filenames,
		std::vector< std::string > const &	classNames = `std::vector< std::string >()`
	)

static

Load the trained models from given .xml files and return cv::Ptr<LSVMDetector>.

Parameters

filenames	A set of filenames storing the trained detectors (models). Each file contains one model. See examples of such files here `/opencv_extra/testdata/cv/LSVMDetector/models_VOC2007/`.
classNames	A set of trained models names. If it's empty then the name of each model will be constructed from the name of file containing the model. E.g. the model stored in "/home/user/cat.xml" will get the name "cat".

virtual void cv::lsvm::LSVMDetector::detect	(	cv::Mat const &	image,
		std::vector< ObjectDetection > &	objects,
		float	overlapThreshold = `0.5f`
	)

pure virtual

Find rectangular regions in the given image that are likely to contain objects of loaded classes (models) and corresponding confidence levels.

Parameters

image	An image.
objects	The detections: rectangulars, scores and class IDs.
overlapThreshold	Threshold for the non-maximum suppression algorithm.

virtual size_t cv::lsvm::LSVMDetector::getClassCount ( ) const

pure virtual

Return a count of loaded models (classes).

virtual std::vector<std::string> const& cv::lsvm::LSVMDetector::getClassNames ( ) const

pure virtual

Return the class (model) names that were passed in constructor or method load or extracted from models filenames in those methods.

virtual bool cv::lsvm::LSVMDetector::isEmpty ( ) const

pure virtual

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

/Users/build/test/opencv_contrib/modules/latentsvm/include/opencv2/latentsvm.hpp