PaddleOCR/ppocr/losses/__init__.py

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Python
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# Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import copy
def build_loss(config):
# det loss
from .det_db_loss import DBLoss
# rec loss
from .rec_ctc_loss import CTCLoss
# cls loss
from .cls_loss import ClsLoss
support_dict = ['DBLoss', 'CTCLoss', 'ClsLoss']
config = copy.deepcopy(config)
module_name = config.pop('name')
assert module_name in support_dict, Exception('loss only support {}'.format(
support_dict))
module_class = eval(module_name)(**config)
return module_class