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fix: linting issues
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@ -96,8 +96,8 @@ def verify(
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OpenFace, DeepFace, DeepID, Dlib, ArcFace, SFace and GhostFaceNet (default is VGG-Face).
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OpenFace, DeepFace, DeepID, Dlib, ArcFace, SFace and GhostFaceNet (default is VGG-Face).
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detector_backend (string): face detector backend. Options: 'opencv', 'retinaface',
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detector_backend (string): face detector backend. Options: 'opencv', 'retinaface',
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'mtcnn', 'ssd', 'dlib', 'mediapipe', 'yolov8', 'yolov11n', 'yolov11s', 'yolov11m', 'centerface' or 'skip'
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'mtcnn', 'ssd', 'dlib', 'mediapipe', 'yolov8', 'yolov11n', 'yolov11s', 'yolov11m',
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(default is opencv).
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'centerface' or 'skip' (default is opencv).
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distance_metric (string): Metric for measuring similarity. Options: 'cosine',
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distance_metric (string): Metric for measuring similarity. Options: 'cosine',
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'euclidean', 'euclidean_l2' (default is cosine).
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'euclidean', 'euclidean_l2' (default is cosine).
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@ -388,7 +388,8 @@ def represent(
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include information for each detected face.
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include information for each detected face.
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model_name (str): Model for face recognition. Options: VGG-Face, Facenet, Facenet512,
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model_name (str): Model for face recognition. Options: VGG-Face, Facenet, Facenet512,
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OpenFace, DeepFace, DeepID, Dlib, ArcFace, SFace and GhostFaceNet (default is VGG-Face.).
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OpenFace, DeepFace, DeepID, Dlib, ArcFace, SFace and GhostFaceNet
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(default is VGG-Face.).
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enforce_detection (boolean): If no face is detected in an image, raise an exception.
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enforce_detection (boolean): If no face is detected in an image, raise an exception.
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Default is True. Set to False to avoid the exception for low-resolution images
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Default is True. Set to False to avoid the exception for low-resolution images
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@ -95,7 +95,8 @@ class YoloDetectorClient(Detector):
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right_eye = None
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right_eye = None
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left_eye = None
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left_eye = None
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# yolo-facev8 is detecting eyes through keypoints, while for v11 keypoints are always None
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# yolo-facev8 is detecting eyes through keypoints,
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# while for v11 keypoints are always None
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if result.keypoints is not None:
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if result.keypoints is not None:
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# right_eye_conf = result.keypoints.conf[0][0]
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# right_eye_conf = result.keypoints.conf[0][0]
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# left_eye_conf = result.keypoints.conf[0][1]
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# left_eye_conf = result.keypoints.conf[0][1]
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@ -38,8 +38,8 @@ def build_model(task: str, model_name: str) -> Any:
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- VGG-Face, Facenet, Facenet512, OpenFace, DeepFace, DeepID, Dlib,
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- VGG-Face, Facenet, Facenet512, OpenFace, DeepFace, DeepID, Dlib,
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ArcFace, SFace and GhostFaceNet for face recognition
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ArcFace, SFace and GhostFaceNet for face recognition
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- Age, Gender, Emotion, Race for facial attributes
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- Age, Gender, Emotion, Race for facial attributes
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- opencv, mtcnn, ssd, dlib, retinaface, mediapipe, yolov8, 'yolov11n', 'yolov11s', 'yolov11m', yunet,
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- opencv, mtcnn, ssd, dlib, retinaface, mediapipe, yolov8, 'yolov11n',
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fastmtcnn or centerface for face detectors
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'yolov11s', 'yolov11m', yunet, fastmtcnn or centerface for face detectors
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- Fasnet for spoofing
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- Fasnet for spoofing
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Returns:
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Returns:
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built model class
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built model class
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@ -36,7 +36,8 @@ def represent(
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Default is True. Set to False to avoid the exception for low-resolution images.
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Default is True. Set to False to avoid the exception for low-resolution images.
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detector_backend (string): face detector backend. Options: 'opencv', 'retinaface',
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detector_backend (string): face detector backend. Options: 'opencv', 'retinaface',
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'mtcnn', 'ssd', 'dlib', 'mediapipe', 'yolov8', 'yolov11n', 'yolov11s', 'yolov11m', 'centerface' or 'skip'.
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'mtcnn', 'ssd', 'dlib', 'mediapipe', 'yolov8', 'yolov11n', 'yolov11s',
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'yolov11m', 'centerface' or 'skip'.
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align (boolean): Perform alignment based on the eye positions.
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align (boolean): Perform alignment based on the eye positions.
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