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Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9662182 * clean up test level
35 lines
1.3 KiB
Python
35 lines
1.3 KiB
Python
import unittest
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import cv2
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from PIL import Image
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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.test_utils import test_level
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class VirtualTryonTest(unittest.TestCase):
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model_id = 'damo/cv_daflow_virtual-try-on_base'
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masked_model = Image.open('data/test/images/virtual_tryon_model.jpg')
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pose = Image.open('data/test/images/virtual_tryon_pose.jpg')
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cloth = Image.open('data/test/images/virtual_tryon_cloth.jpg')
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input_imgs = (masked_model, pose, cloth)
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@unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
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def test_run_with_model_name(self):
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pipeline_virtual_try_on = pipeline(
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task=Tasks.virtual_try_on, model=self.model_id)
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img = pipeline_virtual_try_on(self.input_imgs)[OutputKeys.OUTPUT_IMG]
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cv2.imwrite('demo.jpg', img[:, :, ::-1])
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@unittest.skipUnless(test_level() >= 2, 'skip test in current test level')
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def test_run_with_model_name_default_model(self):
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pipeline_virtual_tryon = pipeline(task=Tasks.virtual_try_on)
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img = pipeline_virtual_tryon(self.input_imgs)[OutputKeys.OUTPUT_IMG]
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cv2.imwrite('demo.jpg', img[:, :, ::-1])
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if __name__ == '__main__':
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unittest.main()
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