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0041ab0ab8
1. 卡通化接入多风格模型（原始日漫风、3D、手绘风、素描风、艺术特效风格），添加ut接入测试
2. 修改pipeline中模型文件名称至通用名
Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10153717
74 lines
3.2 KiB
Python
74 lines
3.2 KiB
Python
# Copyright (c) Alibaba, Inc. and its affiliates.
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import os.path as osp
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import unittest
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import cv2
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from modelscope.outputs import OutputKeys
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from modelscope.pipelines import pipeline
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from modelscope.pipelines.base 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 ImageCartoonTest(unittest.TestCase, DemoCompatibilityCheck):
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def setUp(self) -> None:
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self.model_id = 'damo/cv_unet_person-image-cartoon_compound-models'
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self.model_id_3d = 'damo/cv_unet_person-image-cartoon-3d_compound-models'
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self.model_id_handdrawn = 'damo/cv_unet_person-image-cartoon-handdrawn_compound-models'
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self.model_id_sketch = 'damo/cv_unet_person-image-cartoon-sketch_compound-models'
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self.model_id_artstyle = 'damo/cv_unet_person-image-cartoon-artstyle_compound-models'
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self.task = Tasks.image_portrait_stylization
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self.test_image = 'https://modelscope.oss-cn-beijing.aliyuncs.com/test/images/image_cartoon.png'
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def pipeline_inference(self, pipeline: Pipeline, input_location: str):
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result = pipeline(input_location)
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if result is not None:
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cv2.imwrite('result.png', result[OutputKeys.OUTPUT_IMG])
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print(f'Output written to {osp.abspath("result.png")}')
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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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img_cartoon = pipeline(
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Tasks.image_portrait_stylization, model=self.model_id)
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self.pipeline_inference(img_cartoon, self.test_image)
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@unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
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def test_run_modelhub_3d(self):
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img_cartoon = pipeline(
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Tasks.image_portrait_stylization, model=self.model_id_3d)
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self.pipeline_inference(img_cartoon, self.test_image)
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@unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
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def test_run_modelhub_handdrawn(self):
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img_cartoon = pipeline(
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Tasks.image_portrait_stylization, model=self.model_id_handdrawn)
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self.pipeline_inference(img_cartoon, self.test_image)
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@unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
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def test_run_modelhub_sketch(self):
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img_cartoon = pipeline(
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Tasks.image_portrait_stylization, model=self.model_id_sketch)
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self.pipeline_inference(img_cartoon, self.test_image)
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@unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
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def test_run_modelhub_artstyle(self):
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img_cartoon = pipeline(
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Tasks.image_portrait_stylization, model=self.model_id_artstyle)
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self.pipeline_inference(img_cartoon, self.test_image)
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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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img_cartoon = pipeline(Tasks.image_portrait_stylization)
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self.pipeline_inference(img_cartoon, self.test_image)
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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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