block21.python

file = fake
dump_folder = images_folder_path + "/" + file[:-4]
files = glob.glob(dump_folder + "/*")
DETECTORS = {
    "cv2": detect_face_cv2,
    #"mtcnn": detect_face_mtcnn
}
faces_pd = None
for key, value in DETECTORS.items():
    tmp_pd = pd.DataFrame(extract_faces(files, file, detector=value), columns=["filename", "image", "boxes_" + key , "faces_" + key])
    if faces_pd is None:
        faces_pd = tmp_pd
    else:
        faces_pd = pd.merge(faces_pd, tmp_pd, on=["filename", "image"], how="left")
faces_pd.head(12)