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50 lines
1.9 KiB
Python
50 lines
1.9 KiB
Python
# Copyright (c) Alibaba, Inc. and its affiliates.
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import unittest
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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 TinynasObjectDetectionTest(unittest.TestCase, DemoCompatibilityCheck):
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def setUp(self) -> None:
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self.task = Tasks.image_object_detection
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self.model_id = 'damo/cv_tinynas_object-detection_damoyolo'
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@unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
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def test_run_airdet(self):
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tinynas_object_detection = pipeline(
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Tasks.image_object_detection, model='damo/cv_tinynas_detection')
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result = tinynas_object_detection(
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'data/test/images/image_detection.jpg')
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print(result)
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@unittest.skip('will be enabled after damoyolo officially released')
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def test_run_damoyolo(self):
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tinynas_object_detection = pipeline(
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Tasks.image_object_detection,
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model='damo/cv_tinynas_object-detection_damoyolo')
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result = tinynas_object_detection(
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'data/test/images/image_detection.jpg')
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print(result)
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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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@unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
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def test_image_object_detection_auto_pipeline(self):
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test_image = 'data/test/images/image_detection.jpg'
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tinynas_object_detection = pipeline(
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Tasks.image_object_detection, model='damo/cv_tinynas_detection')
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result = tinynas_object_detection(test_image)
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tinynas_object_detection.show_result(test_image, result,
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'demo_ret.jpg')
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if __name__ == '__main__':
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unittest.main()
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