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35 lines
1.1 KiB
Python
35 lines
1.1 KiB
Python
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# Copyright (c) Alibaba, Inc. and its affiliates.
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import unittest
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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 DDPMImageSemanticSegmentationTest(unittest.TestCase,
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DemoCompatibilityCheck):
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def setUp(self) -> None:
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self.task = Tasks.image_segmentation
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self.model_id = 'damo/cv_diffusion_image-segmentation'
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@unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
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def test_ddpm_image_semantic_segmentation(self):
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input_location = 'data/test/images/image_ffhq34_00041527.png'
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pp = pipeline(Tasks.semantic_segmentation, model=self.model_id)
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result = pp(input_location)
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if result:
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print(result)
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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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