mirror of
https://github.com/modelscope/modelscope.git
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47 lines
1.7 KiB
Python
47 lines
1.7 KiB
Python
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# Copyright (c) Alibaba, Inc. and its affiliates.
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import unittest
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import cv2
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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.pipelines.base import Pipeline
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from modelscope.utils.constant import Tasks
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from modelscope.utils.cv.image_utils import show_video_object_detection_result
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from modelscope.utils.demo_utils import DemoCompatibilityCheck
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from modelscope.utils.logger import get_logger
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from modelscope.utils.test_utils import test_level
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logger = get_logger()
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class RealtimeVideoObjectDetectionTest(unittest.TestCase,
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DemoCompatibilityCheck):
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def setUp(self) -> None:
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self.model_id = 'damo/cv_cspnet_video-object-detection_streamyolo'
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self.test_video = 'data/test/videos/test_realtime_vod.mp4'
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@unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
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def test_run_modelhub(self):
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realtime_video_object_detection = pipeline(
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Tasks.video_object_detection, model=self.model_id)
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result = realtime_video_object_detection(self.test_video)
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if result:
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logger.info('Video output to test_vod_results.avi')
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show_video_object_detection_result(self.test_video,
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result[OutputKeys.BOXES],
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result[OutputKeys.LABELS],
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'test_vod_results.avi')
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else:
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raise ValueError('process error')
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@unittest.skip('demo compatibility test is only enabled on a needed-basis')
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def test_demo_compatibility(self):
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self.compatibility_check()
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if __name__ == '__main__':
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unittest.main()
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