Multiple Errors In Analyze Call

[jared252016]

I'm trying to use the gender estimation feature (and as a bonus race estimation), but none of the models seem to work. This is using the latest released version as of today (from pip).

` from deepface import DeepFace import os

def verify_face(gender):

# Specify the directory containing the images
directory = '/data/models/media_parts/FACE_' + gender.upper() + '/'

# Check if the directory exists
if not os.path.exists(directory):
    print(f"The directory {directory} does not exist.")
else:
    # Loop through each file in the directory
    for filename in os.listdir(directory):
        if filename.endswith(".jpg") or filename.endswith(".png"):  # Check for image files
            img_path = os.path.join(directory, filename)

            try:
                # Analyze the image for gender and race
                objs = DeepFace.analyze(img_path=img_path, actions=['gender', 'race'], detector_backend = "retinaface")
                print(f"Analysis for {filename}: {objs}")
            except Exception as e:
                print(f"Error analyzing {filename}: {e}")
        else:
            continue

verify_face('male') `

Using retinaface: ` Error analyzing gibsway5jx1c1_FACE_MALE_MEDIUM.jpg: Exception encountered when calling MaxPooling2D.call().

Argument padding must be either 'valid' or 'same'. Received: padding=VALID

Arguments received by MaxPooling2D.call(): • args=('<KerasTensor shape=(None, None, None, 64), dtype=float32, sparse=False, name=keras_tensor_5>',) • kwargs=<class 'inspect._empty'> `

Using mtcnn: 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 311ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 451ms/step 1/1 ━━━━━━━━━━━━━━━━━━━━ 1s 571ms/step Action: gender: 0%| | 0/2 [00:00<?, ?it/s] Error analyzing 13fmpybk321b1_FACE_MALE_MEDIUM.jpg: The layer sequential has never been called and thus has no defined input.

Using yolov8: 24-03-12 04:36:44 - Downloading Yolo weights from https://drive.google.com/uc?id=1qcr9DbgsX3ryrz2uU8w4Xm3cOrRywXqb to /home/user/.deepface/weights/yolov8n-face.pt... Error analyzing gibsway5jx1c1_FACE_MALE_MEDIUM.jpg: Exception while downloading Yolo weights from https://drive.google.com/uc?id=1qcr9DbgsX3ryrz2uU8w4Xm3cOrRywXqb.You may consider to download it to /home/user/.deepface/weights/yolov8n-face.pt manually. 24-03-12 04:36:46 - Downloading Yolo weights from https://drive.google.com/uc?id=1qcr9DbgsX3ryrz2uU8w4Xm3cOrRywXqb to /home/user/.deepface/weights/yolov8n-face.pt... Error analyzing 13fmpybk321b1_FACE_MALE_MEDIUM.jpg: Exception while downloading Yolo weights from https://drive.google.com/uc?id=1qcr9DbgsX3ryrz2uU8w4Xm3cOrRywXqb.You may consider to download it to /home/user/.deepface/weights/yolov8n-face.pt manually. 24-03-12 04:36:47 - Downloading Yolo weights from https://drive.google.com/uc?id=1qcr9DbgsX3ryrz2uU8w4Xm3cOrRywXqb to /home/user/.deepface/weights/yolov8n-face.pt... Error analyzing 6yyzhhjcdif61_FACE_MALE_HIGH.jpg: Exception while downloading Yolo weights from https://drive.google.com/uc?id=1qcr9DbgsX3ryrz2uU8w4Xm3cOrRywXqb.You may consider to download it to /home/user/.deepface/weights/yolov8n-face.pt manually. This is regardless of the file existing in that path (I downloaded it manually)

Using dlib: Error analyzing town86kydxra1_FACE_MALE_HIGH.jpg: The layer sequential_20 has never been called and thus has no defined input. Action: gender: 0%| | 0/2 [00:00<?, ?it/s] Error analyzing a7q29hntvomb1_FACE_MALE_LOW.jpg: The layer sequential_22 has never been called and thus has no defined input. Error analyzing v0x4sxvkr8gc1_frame528_FACE_MALE_LOW.jpg: Face could not be detected in /data/models/fama-4m/media_parts/FACE_MALE/v0x4sxvkr8gc1_frame528_FACE_MALE_LOW.jpg.Please confirm that the picture is a face photo or consider to set enforce_detection param to False. Error analyzing 8m56sp2a827c1_FACE_MALE_MEDIUM.png: Face could not be detected in /data/models/fama-4m/media_parts/FACE_MALE/8m56sp2a827c1_FACE_MALE_MEDIUM.png.Please confirm that the picture is a face photo or consider to set enforce_detection param to False. Action: gender: 0%| | 0/2 [00:00<?, ?it/s] Error analyzing 4wfyu8muv18b1_FACE_MALE_HIGH.jpg: The layer sequential_24 has never been called and thus has no defined input. Error analyzing lo9g5j94iqfc1_FACE_MALE_MEDIUM.jpg: Exception while extracting faces from /data/models/fama-4m/media_parts/FACE_MALE/lo9g5j94iqfc1_FACE_MALE_MEDIUM.jpg.Consider to set enforce_detection arg to False. Error analyzing x679om91znkb1_FACE_MALE_HIGH.png: Face could not be detected in /data/models/fama-4m/media_parts/FACE_MALE/x679om91znkb1_FACE_MALE_HIGH.png.Please confirm that the picture is a face photo or consider to set enforce_detection param to False. Error analyzing 12juz4v48pec1_frame126_FACE_MALE_MEDIUM.jpg: Face could not be detected in /data/models/fama-4m/media_parts/FACE_MALE/12juz4v48pec1_frame126_FACE_MALE_MEDIUM.jpg.Please confirm that the picture is a face photo or consider to set enforce_detection param to False. Error analyzing g7eah37ev3ic1_FACE_MALE_LOW.jpg: Face could not be detected in /data/models/fama-4m/media_parts/FACE_MALE/g7eah37ev3ic1_FACE_MALE_LOW.jpg.Please confirm that the picture is a face photo or consider to set enforce_detection param to False. Error analyzing u4p083789ld51_FACE_MALE_MEDIUM.jpg: Face could not be detected in /data/models/fama-4m/media_parts/FACE_MALE/u4p083789ld51_FACE_MALE_MEDIUM.jpg.Please confirm that the picture is a face photo or consider to set enforce_detection param to False. Error analyzing 157k3pmtw43b1_FACE_MALE_LOW.jpg: Face could not be detected in /data/models/fama-4m/media_parts/FACE_MALE/157k3pmtw43b1_FACE_MALE_LOW.jpg.Please confirm that the picture is a face photo or consider to set enforce_detection param to False. Error analyzing t775vko7b04c1_FACE_MALE_HIGH.png: Face could not be detected in /data/models/fama-4m/media_parts/FACE_MALE/t775vko7b04c1_FACE_MALE_HIGH.png.Please confirm that the picture is a face photo or consider to set enforce_detection param to False. Action: gender: 0%| | 0/2 [00:00<?, ?it/s] Error analyzing qj95p9w91v771_FACE_MALE_MEDIUM.jpg: The layer sequential_26 has never been called and thus has no defined input. Error analyzing 186ykmutqebc1_FACE_MALE_MEDIUM.jpg: Face could not be detected in /data/models/fama-4m/media_parts/FACE_MALE/186ykmutqebc1_FACE_MALE_MEDIUM.jpg.Please confirm that the picture is a face photo or consider to set enforce_detection param to False. Action: gender: 0%| | 0/2 [00:00<?, ?it/s] Error analyzing od3i8x7nfdk51_FACE_MALE_VERY-LOW.jpg: The layer sequential_28 has never been called and thus has no defined input. Error analyzing bzu7qufzknjc1_FACE_MALE_LOW.jpg: Face could not be detected in /data/models/fama-4m/media_parts/FACE_MALE/bzu7qufzknjc1_FACE_MALE_LOW.jpg.Please confirm that the picture is a face photo or consider to set enforce_detection param to False. Error analyzing 3p4f7bf2zii51_FACE_MALE_MEDIUM.jpg: Face could not be detected in /data/models/fama-4m/media_parts/FACE_MALE/3p4f7bf2zii51_FACE_MALE_MEDIUM.jpg.Please confirm that the picture is a face photo or consider to set enforce_detection param to False. Error analyzing o7jmjk74htkb1_FACE_MALE_LOW.jpg: Face could not be detected in /data/models/fama-4m/media_parts/FACE_MALE/o7jmjk74htkb1_FACE_MALE_LOW.jpg.Please confirm that the picture is a face photo or consider to set enforce_detection param to False. Error analyzing hxsinxd94vcc1_FACE_MALE_LOW.png: Face could not be detected in /data/models/fama-4m/media_parts/FACE_MALE/hxsinxd94vcc1_FACE_MALE_LOW.png.Please confirm that the picture is a face photo or consider to set enforce_detection param to False.

[serengil]

You should downgrade your tensorflow version.

I fixed retinaface's issue but not published in pip yet.

[serengil]

For mtcnn, exception message is clear. Please confirm that the picture is a face photo or consider to set enforce_detection param to False.

You can add that argument as:

DeepFace.analyze(img_path=img_path, actions=['gender', 'race'], detector_backend = "mtcnn", enforce_detection=False)