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35 lines
1.3 KiB
Python
35 lines
1.3 KiB
Python
# 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.pipelines.cv.anydoor_pipeline import AnydoorPipeline
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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 AnydoorTest(unittest.TestCase):
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def setUp(self) -> None:
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self.task = Tasks.image_to_image_generation
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self.model_id = 'damo/AnyDoor_models'
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@unittest.skipUnless(
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test_level() >= 1,
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'Skip to prevent a downgrade of huggingface_hub and transformers')
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def test_run(self):
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ref_image = 'https://modelscope.oss-cn-beijing.aliyuncs.com/test/images/image_anydoor_fg.jpg'
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ref_mask = 'https://modelscope.oss-cn-beijing.aliyuncs.com/test/images/image_anydoor_fg_mask.png'
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bg_image = 'https://modelscope.oss-cn-beijing.aliyuncs.com/test/images/image_anydoor_bg.png'
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bg_mask = 'https://modelscope.oss-cn-beijing.aliyuncs.com/test/images/image_anydoor_bg_mask.png'
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save_path = 'data/test/images/image_anydoor_gen.png'
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anydoor_pipline: AnydoorPipeline = pipeline(
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self.task, model=self.model_id, trust_remote_code=True)
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out = anydoor_pipline((ref_image, ref_mask, bg_image, bg_mask))
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image = out['output_img']
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image.save(save_path)
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if __name__ == '__main__':
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unittest.main()
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