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33 lines
983 B
Python
33 lines
983 B
Python
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# Copyright (c) Alibaba, Inc. and its affiliates.
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import tempfile
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import unittest
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from typing import Any, Dict, List, Tuple, Union
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import cv2
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import numpy as np
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import PIL
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from maas_lib.fileio import File
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from maas_lib.pipelines import pipeline
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from maas_lib.utils.constant import Tasks
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class ImageMattingTest(unittest.TestCase):
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def test_run(self):
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model_path = 'http://pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs' \
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'.com/data/test/maas/image_matting/matting_person.pb'
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with tempfile.NamedTemporaryFile('wb', suffix='.pb') as ofile:
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ofile.write(File.read(model_path))
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img_matting = pipeline(Tasks.image_matting, model_path=ofile.name)
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result = img_matting(
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'http://pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com/data/test/maas/image_matting/test.png'
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)
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cv2.imwrite('result.png', result['output_png'])
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if __name__ == '__main__':
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unittest.main()
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