MinerU/mineru/model/utils/pytorchocr/postprocess/__init__.py

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']


def build_post_process(config, global_config=None):
    from .db_postprocess import DBPostProcess
    from .rec_postprocess import CTCLabelDecode, AttnLabelDecode, SRNLabelDecode, TableLabelDecode, \
        NRTRLabelDecode, SARLabelDecode, ViTSTRLabelDecode, RFLLabelDecode
    from .cls_postprocess import ClsPostProcess
    from .rec_postprocess import CANLabelDecode

    support_dict = [
        'DBPostProcess', 'CTCLabelDecode',
        'AttnLabelDecode', 'ClsPostProcess', 'SRNLabelDecode',
        'TableLabelDecode', 'NRTRLabelDecode', 'SARLabelDecode',
        'ViTSTRLabelDecode','CANLabelDecode', 'RFLLabelDecode'
    ]

    config = copy.deepcopy(config)
    module_name = config.pop('name')
    if global_config is not None:
        config.update(global_config)
    assert module_name in support_dict, Exception(
        'post process only support {}, but got {}'.format(support_dict, module_name))
    module_class = eval(module_name)(**config)
    return module_class