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35 lines
1.2 KiB
Python
35 lines
1.2 KiB
Python
# Copyright (c) Alibaba, Inc. and its affiliates.
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import unittest
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from modelscope.models import Model
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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 CLIPInterrogatorTest(unittest.TestCase):
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@unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
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def test_run_with_image_captioning_with_model(self):
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model = Model.from_pretrained('damo/cv_clip-interrogator')
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pipeline_caption = pipeline(
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task=Tasks.image_captioning,
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model=model,
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)
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image = 'data/test/images/image_mplug_vqa.jpg'
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result = pipeline_caption(image)
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print(result[OutputKeys.CAPTION])
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@unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
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def test_run_with_image_captioning_with_name(self):
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pipeline_caption = pipeline(
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Tasks.image_captioning, model='damo/cv_clip-interrogator')
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image = 'data/test/images/image_mplug_vqa.jpg'
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result = pipeline_caption(image)
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print(result[OutputKeys.CAPTION])
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if __name__ == '__main__':
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unittest.main()
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