>|hJddlmZddlZddlmZddlmZm Z GddeZ y))ListN) RetinaFace)DetectorFacialAreaRegionc<eZdZdZdej deefdZy)RetinaFaceClientc6tj|_yN)rf build_modelmodel)selfs \/var/www/html/test/engine/venv/lib/python3.12/site-packages/deepface/detectors/RetinaFace.py__init__zRetinaFaceClient.__init__s^^% imgreturnc g}tj||jd}t|ts|S|j D]}||}|d}|d}|d|z }|d} |d| z } |dd } |dd } t d | D} t d | D} |d } t| || || | | }|j||S)z Detect and align face with retinaface Args: img (np.ndarray): pre-loaded image as numpy array Returns: results (List[FacialAreaRegion]): A list of FacialAreaRegion objects g?)r threshold facial_arear landmarks right_eyeleft_eyec32K|]}t|ywr int.0is r z0RetinaFaceClient.detect_faces..*s6SV6c32K|]}t|ywr rr s rr#z0RetinaFaceClient.detect_faces..+s8c!f8r$score)xywhrr confidence) r detect_facesr isinstancedictkeystuplerappend)rrrespobjface_idxidentity detectionr(r*r'r)rrr+rs rr,zRetinaFaceClient.detect_faces soocsC#t$K  %H8}H /I! A! q A! A! q A ,[9H -j9I6X66H8i88I!'*J*!#%K KK $; %> rN) __name__ __module__ __qualname__rnpndarrayrrr,rrrrs$&0 0t4D/E0rr) typingrnumpyr: retinafacerr deepface.models.Detectorrrrr<rrrAs'?4x4r