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52 lines
1.5 KiB
Python
52 lines
1.5 KiB
Python
# Copyright (c) Alibaba, Inc. and its affiliates.
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import unittest
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import cv2
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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 DiscoGuidedDiffusionTest(unittest.TestCase):
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def setUp(self) -> None:
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self.task = Tasks.text_to_image_synthesis
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self.model_id1 = 'yyqoni/yinyueqin_test'
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self.model_id2 = 'yyqoni/yinyueqin_cyberpunk'
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test_input1 = '夕阳西下'
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test_input2 = '城市，赛博朋克'
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@unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
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def test_run(self):
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diffusers_pipeline = pipeline(
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task=self.task,
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model=self.model_id1,
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model_revision='v1.0',
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trust_remote_code=True)
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output = diffusers_pipeline({
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'text': self.test_input1,
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'height': 256,
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'width': 256
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})
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cv2.imwrite('output1.png', output['output_imgs'][0])
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print('Image saved to output1.png')
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diffusers_pipeline = pipeline(
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task=self.task,
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model=self.model_id2,
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model_revision='v1.0',
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trust_remote_code=True)
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output = diffusers_pipeline({
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'text': self.test_input2,
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'height': 256,
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'width': 256
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})
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cv2.imwrite('output2.png', output['output_imgs'][0])
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print('Image saved to output2.png')
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if __name__ == '__main__':
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unittest.main()
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