MinerU/mineru/model/utils/pytorchocr/modeling/heads/__init__.py

# 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.

__all__ = ["build_head"]


def build_head(config, **kwargs):
    # det head
    from .det_db_head import DBHead, PFHeadLocal

    # rec head
    from .rec_ctc_head import CTCHead
    from .rec_multi_head import MultiHead
    from .rec_ppformulanet_head import PPFormulaNet_Head

    # cls head
    from .cls_head import ClsHead

    support_dict = [
        "DBHead",
        "CTCHead",
        "ClsHead",
        "MultiHead",
        "PFHeadLocal",
        "PPFormulaNet_Head",
    ]

    module_name = config.pop("name")
    char_num = config.pop("char_num", 6625)
    assert module_name in support_dict, Exception(
        "head only support {}".format(support_dict)
    )
    module_class = eval(module_name)(**config, **kwargs)
    return module_class