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Python

# copyright (c) 2020 PaddlePaddle Authors. All Rights Reserve.
#
# 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.
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
from __future__ import unicode_literals
import copy
__all__ = ["build_post_process"]
from .db_postprocess import DBPostProcess, DistillationDBPostProcess
from .east_postprocess import EASTPostProcess
from .sast_postprocess import SASTPostProcess
from .fce_postprocess import FCEPostProcess
from .rec_postprocess import (
CTCLabelDecode,
AttnLabelDecode,
SRNLabelDecode,
DistillationCTCLabelDecode,
NRTRLabelDecode,
SARLabelDecode,
SEEDLabelDecode,
PRENLabelDecode,
ViTSTRLabelDecode,
ABINetLabelDecode,
SPINLabelDecode,
VLLabelDecode,
RFLLabelDecode,
SATRNLabelDecode,
ParseQLabelDecode,
CPPDLabelDecode,
LaTeXOCRDecode,
)
from .cls_postprocess import ClsPostProcess
from .pg_postprocess import PGPostProcess
from .vqa_token_ser_layoutlm_postprocess import (
VQASerTokenLayoutLMPostProcess,
DistillationSerPostProcess,
)
from .vqa_token_re_layoutlm_postprocess import (
VQAReTokenLayoutLMPostProcess,
DistillationRePostProcess,
)
from .table_postprocess import TableMasterLabelDecode, TableLabelDecode
from .picodet_postprocess import PicoDetPostProcess
from .ct_postprocess import CTPostProcess
from .drrg_postprocess import DRRGPostprocess
from .rec_postprocess import CANLabelDecode
def build_post_process(config, global_config=None):
support_dict = [
"DBPostProcess",
"EASTPostProcess",
"SASTPostProcess",
"FCEPostProcess",
"CTCLabelDecode",
"AttnLabelDecode",
"ClsPostProcess",
"SRNLabelDecode",
"PGPostProcess",
"DistillationCTCLabelDecode",
"TableLabelDecode",
"DistillationDBPostProcess",
"NRTRLabelDecode",
"SARLabelDecode",
"SEEDLabelDecode",
"VQASerTokenLayoutLMPostProcess",
"VQAReTokenLayoutLMPostProcess",
"PRENLabelDecode",
"DistillationSARLabelDecode",
"ViTSTRLabelDecode",
"ABINetLabelDecode",
"TableMasterLabelDecode",
"SPINLabelDecode",
"DistillationSerPostProcess",
"DistillationRePostProcess",
"VLLabelDecode",
"PicoDetPostProcess",
"CTPostProcess",
"RFLLabelDecode",
"DRRGPostprocess",
"CANLabelDecode",
"SATRNLabelDecode",
"ParseQLabelDecode",
"CPPDLabelDecode",
"LaTeXOCRDecode",
]
if config["name"] == "PSEPostProcess":
from .pse_postprocess import PSEPostProcess
support_dict.append("PSEPostProcess")
config = copy.deepcopy(config)
module_name = config.pop("name")
if module_name == "None":
return
if global_config is not None:
config.update(global_config)
assert module_name in support_dict, Exception(
"post process only support {}".format(support_dict)
)
module_class = eval(module_name)(**config)
return module_class