>|h hddlmZmZmZddlZddlZddlmZm Z GddeZ dee e fde fdZ y) )AnyUnionListN)DetectorFacialAreaRegioncHeZdZdZdej deefdZde fdZ y)FastMtCnnClientc.|j|_yN) build_modelmodel)selfs [/var/www/html/test/engine/venv/lib/python3.12/site-packages/deepface/detectors/FastMtCnn.py__init__zFastMtCnnClient.__init__ s%%' imgreturnc g}tj|tj}|jj |d}|t |dkDrt d|Dsrt|D]g\}}}t|\}} } } |d} |d} td| D} td| D} t|| | | | | |}|j|i|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 T) landmarksrc3$K|]}|du ywr ).0 detections r z/FastMtCnnClient.detect_faces..!sFi T)Fsc32K|]}t|ywr intris rrz/FastMtCnnClient.detect_faces..(s :AQ :c32K|]}t|ywr rrs rrz/FastMtCnnClient.detect_faces..)s!rSs=## ? >h>B %e ,  r