Digikam::DNNFaceExtractor Class Reference

Public Member Functions
cv::Mat	alignFace (const cv::Mat &inputImage) const
	DNNFaceExtractor ()
	DNNFaceExtractor (const DNNFaceExtractor &)
cv::Mat	getFaceEmbedding (const cv::Mat &faceImage)
bool	loadModels ()
	~DNNFaceExtractor ()

Static Public Member Functions
static double	cosineDistance (std::vector< float > v1, std::vector< float > v2)
static std::vector< float >	decodeVector (const QJsonArray &json)
static QJsonArray	encodeVector (const std::vector< float > &vector)
static double	L2squareDistance (std::vector< float > v1, std::vector< float > v2)
static double	L2squareNormDistance (std::vector< float > v1, std::vector< float > v2)
static cv::Mat	vectortomat (const std::vector< float > &vector)

Constructor & Destructor Documentation

DNNFaceExtractor() [1/2]

Digikam::DNNFaceExtractor::DNNFaceExtractor ( )

explicit

References loadModels().

DNNFaceExtractor() [2/2]

Digikam::DNNFaceExtractor::DNNFaceExtractor

(

const DNNFaceExtractor &

other

)

~DNNFaceExtractor()

Digikam::DNNFaceExtractor::~DNNFaceExtractor

(

)

Member Function Documentation

alignFace()

cv::Mat Digikam::DNNFaceExtractor::alignFace

(

const cv::Mat &

inputImage

)

const

cosineDistance()

double Digikam::DNNFaceExtractor::cosineDistance ( std::vector< float >  v1, std::vector< float >  v2  )

static

Calculate different between 2 vectors

decodeVector()

std::vector< float > Digikam::DNNFaceExtractor::decodeVector ( const QJsonArray &  json )

static

encodeVector()

QJsonArray Digikam::DNNFaceExtractor::encodeVector ( const std::vector< float > &  vector )

static

getFaceEmbedding()

cv::Mat Digikam::DNNFaceExtractor::getFaceEmbedding

(

const cv::Mat &

faceImage

)

L2squareDistance()

double Digikam::DNNFaceExtractor::L2squareDistance ( std::vector< float >  v1, std::vector< float >  v2  )

static

L2squareNormDistance()

double Digikam::DNNFaceExtractor::L2squareNormDistance ( std::vector< float >  v1, std::vector< float >  v2  )

static

loadModels()

bool Digikam::DNNFaceExtractor::loadModels

(

)

Read pretrained neural network for face recognition.

References Digikam::OPENFACE.

Referenced by DNNFaceExtractor().

vectortomat()

cv::Mat Digikam::DNNFaceExtractor::vectortomat ( const std::vector< float > &  vector )

static

Convert face embedding between different formats

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

• core/libs/facesengine/recognition/opencv-dnn/dnnfaceextractor.h
• core/libs/facesengine/recognition/opencv-dnn/dnnfaceextractor.cpp