ih8JddlmZddlZddlmZddlmZmZGddeZ y))ListN)MTCNN)DetectorFacialAreaRegionc@eZdZdZdZdej deefdZ y) MtCnnClientzO Class to cover common face detection functionalitiy for MtCnn backend c"t|_y)N)rmodel)selfs V/var/www/html/dev/engine/venv/lib/python3.12/site-packages/deepface/detectors/MtCnn.py__init__zMtCnnClient.__init__ s W imgreturnc g}|dddddddf}|jj|}|Wt|dkDrI|D]D}|d\}}}} |d} |dd} |dd} t|||| | | | } |j | F|S) z Detect and align face with mtcnn Args: img (np.ndarray): pre-loaded image as numpy array Returns: results (List[FacialAreaRegion]): A list of FacialAreaRegion objects Nrbox confidence keypointsleft_eye right_eye)xywhrrr)r detect_faceslenrappend)r rrespimg_rgb detectionscurrent_detectionrrrrrrr facial_areas r rzMtCnnClient.detect_facessaDbDj/ZZ,,W5  !c*o&9%/ )!.u5 1a.|< ,[9*E-k:;G .%')  K(! )$ rN) __name__ __module__ __qualname____doc__r npndarrayrrrrr rrs)& &t4D/E&rr) typingrnumpyr(mtcnnrdeepface.models.Detectorrrrr*rr r/s?.(.r