ocr/postprocess/__init__.py

from __future__ import absolute_import, division, print_function, unicode_literals

import copy

__all__ = ["build_post_process"]

from .cls_postprocess import ClsPostProcess
from .db_postprocess import DBPostProcess, DistillationDBPostProcess
from .east_postprocess import EASTPostProcess
from .fce_postprocess import FCEPostProcess
from .pg_postprocess import PGPostProcess
from .rec_postprocess import (
    AttnLabelDecode,
    CTCLabelDecode,
    DistillationCTCLabelDecode,
    NRTRLabelDecode,
    PRENLabelDecode,
    SARLabelDecode,
    SEEDLabelDecode,
    SRNLabelDecode,
    TableLabelDecode,
)
from .sast_postprocess import SASTPostProcess
from .vqa_token_re_layoutlm_postprocess import VQAReTokenLayoutLMPostProcess
from .vqa_token_ser_layoutlm_postprocess import VQASerTokenLayoutLMPostProcess


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",
    ]

    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