mirror of
https://github.com/modelscope/modelscope.git
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59 lines
2.2 KiB
Python
59 lines
2.2 KiB
Python
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# Copyright (c) Alibaba, Inc. and its affiliates.
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import unittest
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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 Tasks
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from modelscope.utils.demo_utils import DemoCompatibilityCheck
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from modelscope.utils.test_utils import test_level
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class NeRFReconAccTest(unittest.TestCase, DemoCompatibilityCheck):
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def setUp(self) -> None:
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self.task = Tasks.image_face_fusion
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self.model_id = 'damo/cv_nerf-3d-reconstruction-accelerate_damo'
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self.video_path = 'data/test/videos/video_nerf_recon_test.mp4'
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self.data_dir = 'data/test/videos/nerf_dir'
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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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snapshot_path = snapshot_download(self.model_id)
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print('snapshot_path: {}'.format(snapshot_path))
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nerf_recon_acc = pipeline(
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Tasks.nerf_recon_acc,
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model=snapshot_path,
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)
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result = nerf_recon_acc(
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dict(data_dir=self.data_dir, video_input_path=self.video_path))
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print(result[OutputKeys.OUTPUT_VIDEO])
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print('facefusion.test_run_direct_model_download done')
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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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nerf_recon_acc = pipeline(Tasks.nerf_recon_acc, model=self.model_id)
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result = nerf_recon_acc(
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dict(data_dir=self.data_dir, video_input_path=self.video_path))
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print(result[OutputKeys.OUTPUT_VIDEO])
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print('facefusion.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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nerf_recon_acc = pipeline(Tasks.nerf_recon_acc)
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result = nerf_recon_acc(
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dict(data_dir=self.data_dir, video_input_path=self.video_path))
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print(result[OutputKeys.OUTPUT_VIDEO])
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print('facefusion.test_run_modelhub_default_model done')
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@unittest.skip('demo compatibility test is only enabled on a needed-basis')
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def test_demo_compatibility(self):
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self.compatibility_check()
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if __name__ == '__main__':
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unittest.main()
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