C# Class OpenCvSharp.LatentSvmDetector

Find rectangular regions in the given image that are likely to contain objects and corresponding confidence levels

Inheritance: OpenCvSharp.DisposableCvObject

Datei anzeigen Open project: shimat/opencvsharp

Public Methods

Method	Description
Clear ( ) : void	Clear all trained models and their names stored in an class object.
Detect ( OpenCvSharp.Mat image, float overlapThreshold = 0.5f, int numThreads = -1 ) : ObjectDetection[]	Find rectangular regions in the given image that are likely to contain objects of loaded classes (models) and corresponding confidence levels.
Empty ( ) : bool
GetClassCount ( ) : long	Return a count of loaded models (classes).
GetClassNames ( ) : string[]	Return the class (model) names that were passed in constructor or method load or extracted from models filenames in those methods.
LatentSvmDetector ( ) : System	Default constructor
LatentSvmDetector ( IEnumerable fileNames, IEnumerable classNames ) : System	Creates the HOG descriptor and detector.
Load ( IEnumerable fileNames, IEnumerable classNames ) : bool

Method	Description
Dispose ( bool disposing ) : void	Clean up any resources being used.

Clear all trained models and their names stored in an class object.

public Clear ( ) : void
return	void

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

public Detect ( OpenCvSharp.Mat image, float overlapThreshold = 0.5f, int numThreads = -1 ) : ObjectDetection[]
image	OpenCvSharp.Mat	An image.
overlapThreshold	float	Threshold for the non-maximum suppression algorithm.
numThreads	int	Number of threads used in parallel version of the algorithm.
return	ObjectDetection[]

Clean up any resources being used.

protected Dispose ( bool disposing ) : void
disposing	bool	/// If disposing equals true, the method has been called directly or indirectly by a user's code. Managed and unmanaged resources can be disposed. /// If false, the method has been called by the runtime from inside the finalizer and you should not reference other objects. Only unmanaged resources can be disposed. ///
return	void

public Empty ( ) : bool
return	bool

Return a count of loaded models (classes).

public GetClassCount ( ) : long
return	long

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

public GetClassNames ( ) : string[]
return	string[]

Default constructor

public LatentSvmDetector ( ) : System
return	System

Creates the HOG descriptor and detector.

public LatentSvmDetector ( IEnumerable fileNames, IEnumerable classNames ) : System
fileNames	IEnumerable	A set of filenames storing the trained detectors (models). Each file contains one model. /// See examples of such files here /opencv_extra/testdata/cv/latentsvmdetector/models_VOC2007/.
classNames	IEnumerable	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".
return	System

public Load ( IEnumerable fileNames, IEnumerable classNames ) : bool
fileNames	IEnumerable	A set of filenames storing the trained detectors (models). Each file contains one model. /// See examples of such files here /opencv_extra/testdata/cv/latentsvmdetector/models_VOC2007/.
classNames	IEnumerable	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".
return	bool