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32 lines
1015 B
Python
32 lines
1015 B
Python
# Copyright (c) Alibaba, Inc. and its affiliates.
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import unittest
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import numpy as np
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from modelscope.outputs import OutputKeys
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from modelscope.pipelines import pipeline
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from modelscope.utils.constant import Tasks
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from modelscope.utils.test_utils import test_level
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class FaceRecognitionTest(unittest.TestCase):
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def setUp(self) -> None:
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self.model_id = 'damo/cv_ir101_facerecognition_cfglint'
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@unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
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def test_face_compare(self):
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img1 = 'data/test/images/face_recognition_1.png'
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img2 = 'data/test/images/face_recognition_2.png'
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face_recognition = pipeline(
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Tasks.face_recognition, model=self.model_id)
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emb1 = face_recognition(img1)[OutputKeys.IMG_EMBEDDING]
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emb2 = face_recognition(img2)[OutputKeys.IMG_EMBEDDING]
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sim = np.dot(emb1[0], emb2[0])
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print(f'Cos similarity={sim:.3f}, img1:{img1} img2:{img2}')
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if __name__ == '__main__':
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unittest.main()
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