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37 lines
1.5 KiB
Python
Executable File
37 lines
1.5 KiB
Python
Executable File
# Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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__all__ = ['build_backbone']
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def build_backbone(config, model_type):
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if model_type == 'det':
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from .det_mobilenet_v3 import MobileNetV3
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from .det_resnet_vd import ResNet
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from .det_resnet_vd_sast import ResNet_SAST
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support_dict = ['MobileNetV3', 'ResNet', 'ResNet_SAST']
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elif model_type == 'rec' or model_type == 'cls':
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from .rec_mobilenet_v3 import MobileNetV3
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from .rec_resnet_vd import ResNet
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support_dict = ['MobileNetV3', 'ResNet', 'ResNet_FPN']
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else:
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raise NotImplementedError
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module_name = config.pop('name')
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assert module_name in support_dict, Exception(
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'when model typs is {}, backbone only support {}'.format(model_type,
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support_dict))
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module_class = eval(module_name)(**config)
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return module_class
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