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Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/12599393 * reset ut level for test_run_with_model_name_for_unite_large and test_run_with_model_name_for_unite_base * fix master UT for level0 * update EasyCVFace2DKeypointsPipelineTest skip info
42 lines
1.4 KiB
Python
42 lines
1.4 KiB
Python
# Copyright (c) Alibaba, Inc. and its affiliates.
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import unittest
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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.cv.image_utils import draw_106face_keypoints
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from modelscope.utils.test_utils import test_level
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class EasyCVFace2DKeypointsPipelineTest(unittest.TestCase):
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@unittest.skip('skip easycv related cases')
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def test_face_2d_keypoints(self):
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img_path = 'data/test/images/face_detection.png'
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model_id = 'damo/cv_mobilenet_face-2d-keypoints_alignment'
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face_2d_keypoints_align = pipeline(
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task=Tasks.face_2d_keypoints, model=model_id)
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output = face_2d_keypoints_align(img_path)
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output_keypoints = output[OutputKeys.KEYPOINTS]
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output_poses = output[OutputKeys.POSES]
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output_boxes = output[OutputKeys.BOXES]
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draw_106face_keypoints(
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img_path,
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output_keypoints,
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output_boxes,
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scale=2,
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save_path='face_keypoints.jpg')
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for idx in range(len(output_keypoints)):
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self.assertEqual(output_keypoints[idx].shape[0], 106)
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self.assertEqual(output_keypoints[idx].shape[1], 2)
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self.assertEqual(output_poses[idx].shape[0], 3)
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self.assertEqual(output_boxes[idx].shape[0], 4)
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if __name__ == '__main__':
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unittest.main()
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