PaddleOCR/ppocr/modeling/heads/__init__.py

105 lines
3.0 KiB
Python

# 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):
# det head
from .det_db_head import DBHead, PFHeadLocal
from .det_east_head import EASTHead
from .det_sast_head import SASTHead
from .det_pse_head import PSEHead
from .det_fce_head import FCEHead
from .e2e_pg_head import PGHead
from .det_ct_head import CT_Head
# rec head
from .rec_ctc_head import CTCHead
from .rec_att_head import AttentionHead
from .rec_srn_head import SRNHead
from .rec_nrtr_head import Transformer
from .rec_sar_head import SARHead
from .rec_aster_head import AsterHead
from .rec_pren_head import PRENHead
from .rec_multi_head import MultiHead
from .rec_spin_att_head import SPINAttentionHead
from .rec_abinet_head import ABINetHead
from .rec_robustscanner_head import RobustScannerHead
from .rec_visionlan_head import VLHead
from .rec_rfl_head import RFLHead
from .rec_can_head import CANHead
from .rec_latexocr_head import LaTeXOCRHead
from .rec_satrn_head import SATRNHead
from .rec_parseq_head import ParseQHead
from .rec_cppd_head import CPPDHead
# cls head
from .cls_head import ClsHead
# kie head
from .kie_sdmgr_head import SDMGRHead
from .table_att_head import TableAttentionHead, SLAHead
from .table_master_head import TableMasterHead
support_dict = [
"DBHead",
"PSEHead",
"FCEHead",
"EASTHead",
"SASTHead",
"CTCHead",
"ClsHead",
"AttentionHead",
"SRNHead",
"PGHead",
"Transformer",
"TableAttentionHead",
"SARHead",
"AsterHead",
"SDMGRHead",
"PRENHead",
"MultiHead",
"ABINetHead",
"TableMasterHead",
"SPINAttentionHead",
"VLHead",
"SLAHead",
"RobustScannerHead",
"CT_Head",
"RFLHead",
"DRRGHead",
"CANHead",
"LaTeXOCRHead",
"SATRNHead",
"PFHeadLocal",
"ParseQHead",
"CPPDHead",
]
if config["name"] == "DRRGHead":
from .det_drrg_head import DRRGHead
support_dict.append("DRRGHead")
# table head
module_name = config.pop("name")
assert module_name in support_dict, Exception(
"head only support {}".format(support_dict)
)
module_class = eval(module_name)(**config)
return module_class