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b34e2cad86
将视频多目标跟踪任务的输出格式修改至符合demo service规范 Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/11598525
44 lines
1.8 KiB
Python
44 lines
1.8 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.demo_utils import DemoCompatibilityCheck
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from modelscope.utils.test_utils import test_level
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class MultiObjectTracking(unittest.TestCase, DemoCompatibilityCheck):
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def setUp(self) -> None:
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self.task = Tasks.video_multi_object_tracking
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self.model_id = 'damo/cv_yolov5_video-multi-object-tracking_fairmot'
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@unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
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def test_run_end2end(self):
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video_multi_object_tracking = pipeline(
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Tasks.video_multi_object_tracking, model=self.model_id)
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video_path = 'data/test/videos/MOT17-03-partial.mp4'
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result = video_multi_object_tracking(video_path)
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assert result and (OutputKeys.LABELS in result) and (OutputKeys.BOXES
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in result)
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assert len(result[OutputKeys.LABELS]) == len(result[OutputKeys.BOXES])
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@unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
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def test_run_modelhub_default_model(self):
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video_multi_object_tracking = pipeline(
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Tasks.video_multi_object_tracking)
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video_path = 'data/test/videos/MOT17-03-partial.mp4'
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result = video_multi_object_tracking(video_path)
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assert result and (OutputKeys.LABELS in result) and (OutputKeys.BOXES
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in result)
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assert len(result[OutputKeys.LABELS]) == len(result[OutputKeys.BOXES])
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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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