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from deepface import DeepFace |
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DISTANCE_METRIC = "cosine" |
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MODEL_NAME = 'ArcFace' |
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DETECTOR_BACKEND = "opencv" |
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def face_verfication(image_array): |
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""" |
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Checking user's face image with user face history images |
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If one check is True -> True |
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""" |
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result = False |
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verifications = DeepFace.verify(img1_path=image_array, |
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model_name=MODEL_NAME, |
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distance_metric=DISTANCE_METRIC, |
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detector_backend=DETECTOR_BACKEND) |
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for k, verification in verifications.items(): |
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if verification["verified"]: |
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result = True |
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break |
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return result |
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