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December 23, 2019 11:43
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face recognition model
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| def crop_face(filename, required_size=(224, 224)): | |
| img = cv2.imread(filename) | |
| detector = MTCNN() | |
| results = detector.detect_faces(img) | |
| x, y, width, height = results[0]['box'] | |
| face = img[y:y+height, x:x+width] | |
| image = Image.fromarray(face) | |
| image = image.resize(required_size) | |
| face_array = np.asarray(image) | |
| return face_array, face |
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