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- # 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
- from .iaa_augment import IaaAugment
- from .make_border_map import MakeBorderMap
- from .make_shrink_map import MakeShrinkMap
- from .random_crop_data import EastRandomCropData, RandomCropImgMask
- from .make_pse_gt import MakePseGt
- from .rec_img_aug import BaseDataAugmentation, RecAug, RecConAug, RecResizeImg, ClsResizeImg, \
- SRNRecResizeImg, GrayRecResizeImg, SARRecResizeImg, PRENResizeImg, \
- ABINetRecResizeImg, SVTRRecResizeImg, ABINetRecAug, VLRecResizeImg, SPINRecResizeImg, RobustScannerRecResizeImg, \
- RFLRecResizeImg, SVTRRecAug
- from .ssl_img_aug import SSLRotateResize
- from .randaugment import RandAugment
- from .copy_paste import CopyPaste
- from .ColorJitter import ColorJitter
- from .operators import *
- from .label_ops import *
- from .east_process import *
- from .sast_process import *
- from .pg_process import *
- from .table_ops import *
- from .vqa import *
- from .fce_aug import *
- from .fce_targets import FCENetTargets
- from .ct_process import *
- from .drrg_targets import DRRGTargets
- def transform(data, ops=None):
- """ transform """
- if ops is None:
- ops = []
- for op in ops:
- data = op(data)
- if data is None:
- return None
- return data
- def create_operators(op_param_list, global_config=None):
- """
- create operators based on the config
- Args:
- params(list): a dict list, used to create some operators
- """
- assert isinstance(op_param_list, list), ('operator config should be a list')
- ops = []
- for operator in op_param_list:
- assert isinstance(operator,
- dict) and len(operator) == 1, "yaml format error"
- op_name = list(operator)[0]
- param = {} if operator[op_name] is None else operator[op_name]
- if global_config is not None:
- param.update(global_config)
- op = eval(op_name)(**param)
- ops.append(op)
- return ops
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