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0894b1ea71
Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/11569972 * add crnnnetwork * add reviews * fix conflict
54 lines
1.9 KiB
Python
54 lines
1.9 KiB
Python
# Copyright (c) Alibaba, Inc. and its affiliates.
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import unittest
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import PIL
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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 OCRRecognitionTest(unittest.TestCase, DemoCompatibilityCheck):
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def setUp(self) -> None:
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self.model_id = 'damo/cv_crnn_ocr-recognition-general_damo'
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self.test_image = 'data/test/images/ocr_recognition.jpg'
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self.task = Tasks.ocr_recognition
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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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print('ocr recognition results: ', result)
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@unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
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def test_run_with_model_from_modelhub(self):
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ocr_recognition = pipeline(
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Tasks.ocr_recognition,
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model=self.model_id,
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model_revision='v1.0.0')
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self.pipeline_inference(ocr_recognition, self.test_image)
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@unittest.skipUnless(test_level() >= 1, 'skip test in current test level')
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def test_run_with_model_from_modelhub_PILinput(self):
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ocr_recognition = pipeline(
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Tasks.ocr_recognition,
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model=self.model_id,
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model_revision='v1.0.0')
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imagePIL = PIL.Image.open(self.test_image)
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self.pipeline_inference(ocr_recognition, imagePIL)
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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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ocr_recognition = pipeline(
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Tasks.ocr_recognition, model_revision='v2.0.0')
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self.pipeline_inference(ocr_recognition, 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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