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55 lines
2.0 KiB
Python
55 lines
2.0 KiB
Python
# Copyright (c) Alibaba, Inc. and its affiliates.
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import os
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import unittest
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import torch
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from modelscope.hub.api import HubApi
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from modelscope.hub.snapshot_download import snapshot_download
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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 DownloadMode, Tasks
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from modelscope.utils.test_utils import test_level
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class ImageControl3dPortraitTest(unittest.TestCase):
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def setUp(self) -> None:
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self.model_id = 'damo/cv_vit_image-control-3d-portrait-synthesis'
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self.test_image = '/mnt/nas3/yzhao/1.jpg'
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self.save_dir = 'exp'
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os.makedirs(self.save_dir, exist_ok=True)
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@unittest.skipUnless(test_level() >= 2, 'skip test in current test level')
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def test_run_by_direct_model_download(self):
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model_dir = snapshot_download(self.model_id, revision='v1.1')
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print('model dir is: {}'.format(model_dir))
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image_control_3d_portrait = pipeline(
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Tasks.image_control_3d_portrait,
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model=model_dir,
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)
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image_control_3d_portrait(
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dict(image=self.test_image, save_dir=self.save_dir))
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@unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
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def test_run_modelhub(self):
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image_control_3d_portrait = pipeline(
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Tasks.image_control_3d_portrait,
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model=self.model_id,
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)
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image_control_3d_portrait(
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dict(image=self.test_image, save_dir=self.save_dir))
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print('image_control_3d_portrait.test_run_modelhub done')
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@unittest.skipUnless(test_level() >= 2, 'skip test in current test level')
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def test_run_modelhub_default_model(self):
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image_control_3d_portrait = pipeline(Tasks.image_control_3d_portrait)
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image_control_3d_portrait(
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dict(image=self.test_image, save_dir=self.save_dir))
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print('image_control_3d_portrait.test_run_modelhub_default_model done')
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if __name__ == '__main__':
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unittest.main()
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