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1. 添加ocr recognition相关的exporter，支持现有三类模型转onnx 2. 更新lightweight模型 Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/14135723 * add ocr recognition export and update lightweight model * fix
48 lines
1.8 KiB
Python
48 lines
1.8 KiB
Python
# Copyright (c) Alibaba, Inc. and its affiliates.
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import os
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import shutil
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import tempfile
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import unittest
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from collections import OrderedDict
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from modelscope.exporters import Exporter
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from modelscope.models import Model
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from modelscope.utils.constant import Tasks
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from modelscope.utils.test_utils import test_level
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class TestExportOCRRecognition(unittest.TestCase):
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def setUp(self):
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print(('Testing %s.%s' % (type(self).__name__, self._testMethodName)))
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self.tmp_dir = tempfile.TemporaryDirectory().name
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if not os.path.exists(self.tmp_dir):
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os.makedirs(self.tmp_dir)
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self.model_id = 'damo/cv_LightweightEdge_ocr-recognitoin-general_damo'
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@unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
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def test_export_ocr_detection(self):
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model = Model.from_pretrained(
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'damo/cv_LightweightEdge_ocr-recognitoin-general_damo',
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model_revision='v2.4.1')
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Exporter.from_model(model).export_onnx(
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input_shape=(1, 3, 32, 640), output_dir=self.tmp_dir)
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@unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
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def test_export_ocr_detection_crnn(self):
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model = Model.from_pretrained(
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'damo/cv_crnn_ocr-recognition-general_damo')
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Exporter.from_model(model).export_onnx(
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input_shape=(1, 3, 32, 640), output_dir=self.tmp_dir)
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@unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
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def test_export_ocr_detection_cvit(self):
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model = Model.from_pretrained(
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'damo/cv_convnextTiny_ocr-recognition-general_damo')
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Exporter.from_model(model).export_onnx(
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input_shape=(3, 3, 32, 300), output_dir=self.tmp_dir)
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if __name__ == '__main__':
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unittest.main()
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