Digikam::OpenCVDNNFaceRecognizer::Private Class Reference

Classes
class	ParallelRecognizer
class	ParallelTrainer

Public Member Functions
bool	insertData (const cv::Mat &position, const int label, const QString &context=QString())
int	predictDb (const cv::Mat &faceEmbedding) const
int	predictKDTree (const cv::Mat &faceEmbedding) const
int	predictKNN (const cv::Mat &faceEmbedding)
int	predictSVM (const cv::Mat &faceEmbedding)
	Private (Classifier method)
bool	trainKNN ()
bool	trainSVM ()
	~Private ()

Public Attributes
QVector< DNNFaceExtractor * >	extractors
int	kNeighbors
cv::Ptr< cv::ml::KNearest >	knn
Classifier	method
bool	newDataAdded
cv::Ptr< cv::ml::SVM >	svm
float	threshold
KDTree *	tree

Constructor & Destructor Documentation

Private()

Digikam::OpenCVDNNFaceRecognizer::Private::Private ( Classifier  method )

inline

References Digikam::FaceDbAccess::db(), and Digikam::FaceDb::reconstructTree().

~Private()

Digikam::OpenCVDNNFaceRecognizer::Private::~Private ( )

inline

Member Function Documentation

insertData()

bool Digikam::OpenCVDNNFaceRecognizer::Private::insertData	(	const cv::Mat &	position,
		const int	label,
		const QString &	context = QString()
	)

References Digikam::FaceDbAccess::db(), Digikam::OpenCVDNNFaceRecognizer::DB, Digikam::FaceDb::insertFaceVector(), Digikam::KDNode::setNodeId(), and Digikam::OpenCVDNNFaceRecognizer::Tree.

Referenced by Digikam::OpenCVDNNFaceRecognizer::Private::ParallelTrainer::operator()().

predictDb()

int Digikam::OpenCVDNNFaceRecognizer::Private::predictDb

(

const cv::Mat &

faceEmbedding

)

const

References Digikam::FaceDbAccess::db(), and Digikam::FaceDb::getClosestNeighborsTreeDb().

Referenced by Digikam::OpenCVDNNFaceRecognizer::Private::ParallelRecognizer::operator()(), and Digikam::OpenCVDNNFaceRecognizer::recognize().

predictKDTree()

int Digikam::OpenCVDNNFaceRecognizer::Private::predictKDTree

(

const cv::Mat &

faceEmbedding

)

const

Referenced by Digikam::OpenCVDNNFaceRecognizer::Private::ParallelRecognizer::operator()(), Digikam::OpenCVDNNFaceRecognizer::recognize(), and Digikam::OpenCVDNNFaceRecognizer::verifyTestData().

predictKNN()

int Digikam::OpenCVDNNFaceRecognizer::Private::predictKNN

(

const cv::Mat &

faceEmbedding

)

Referenced by Digikam::OpenCVDNNFaceRecognizer::Private::ParallelRecognizer::operator()(), and Digikam::OpenCVDNNFaceRecognizer::recognize().

predictSVM()

int Digikam::OpenCVDNNFaceRecognizer::Private::predictSVM

(

const cv::Mat &

faceEmbedding

)

Referenced by Digikam::OpenCVDNNFaceRecognizer::Private::ParallelRecognizer::operator()(), and Digikam::OpenCVDNNFaceRecognizer::recognize().

trainKNN()

bool Digikam::OpenCVDNNFaceRecognizer::Private::trainKNN

(

)

trainSVM()

bool Digikam::OpenCVDNNFaceRecognizer::Private::trainSVM

(

)

References svm.

Member Data Documentation

extractors

QVector<DNNFaceExtractor*> Digikam::OpenCVDNNFaceRecognizer::Private::extractors

Referenced by Digikam::OpenCVDNNFaceRecognizer::Private::ParallelRecognizer::operator()(), Digikam::OpenCVDNNFaceRecognizer::Private::ParallelTrainer::operator()(), Digikam::OpenCVDNNFaceRecognizer::recognize(), Digikam::OpenCVDNNFaceRecognizer::registerTrainingData(), and Digikam::OpenCVDNNFaceRecognizer::verifyTestData().

kNeighbors

int Digikam::OpenCVDNNFaceRecognizer::Private::kNeighbors

Referenced by Digikam::OpenCVDNNFaceRecognizer::setNbNeighBors().

knn

cv::Ptr<cv::ml::KNearest> Digikam::OpenCVDNNFaceRecognizer::Private::knn

method

Classifier Digikam::OpenCVDNNFaceRecognizer::Private::method

Referenced by Digikam::OpenCVDNNFaceRecognizer::Private::ParallelRecognizer::operator()(), Digikam::OpenCVDNNFaceRecognizer::recognize(), Digikam::OpenCVDNNFaceRecognizer::registerTrainingData(), and Digikam::OpenCVDNNFaceRecognizer::verifyTestData().

newDataAdded

bool Digikam::OpenCVDNNFaceRecognizer::Private::newDataAdded

Referenced by Digikam::OpenCVDNNFaceRecognizer::train().

svm

cv::Ptr<cv::ml::SVM> Digikam::OpenCVDNNFaceRecognizer::Private::svm

Referenced by trainSVM().

threshold

float Digikam::OpenCVDNNFaceRecognizer::Private::threshold

Referenced by Digikam::OpenCVDNNFaceRecognizer::setThreshold().

tree

KDTree* Digikam::OpenCVDNNFaceRecognizer::Private::tree

Referenced by Digikam::OpenCVDNNFaceRecognizer::registerTrainingData().

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

• core/libs/facesengine/recognition/opencv-dnn/opencvdnnfacerecognizer_p.h