# Copyright (c) 2021 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. from __future__ import absolute_import from __future__ import division from __future__ import print_function __all__ = ['E2EMetric'] from ppocr.utils.e2e_metric.Deteval import get_socre, combine_results from ppocr.utils.e2e_utils.extract_textpoint_slow import get_dict class E2EMetric(object): def __init__(self, gt_mat_dir, character_dict_path, main_indicator='f_score_e2e', **kwargs): self.gt_mat_dir = gt_mat_dir self.label_list = get_dict(character_dict_path) self.max_index = len(self.label_list) self.main_indicator = main_indicator self.reset() def __call__(self, preds, batch, **kwargs): img_id = batch[2][0] e2e_info_list = [{ 'points': det_polyon, 'texts': pred_str } for det_polyon, pred_str in zip(preds['points'], preds['texts'])] result = get_socre(self.gt_mat_dir, img_id, e2e_info_list) self.results.append(result) def get_metric(self): metircs = combine_results(self.results) self.reset() return metircs def reset(self): self.results = [] # clear results