add ic15 yml
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@ -2,12 +2,12 @@ TrainReader:
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reader_function: ppocr.data.rec.dataset_traversal,SimpleReader
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reader_function: ppocr.data.rec.dataset_traversal,SimpleReader
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num_workers: 8
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num_workers: 8
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img_set_dir: ./train_data
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img_set_dir: ./train_data
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label_file_path: ./train_data/gt_train.txt
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label_file_path: ./train_data/train_label.txt
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EvalReader:
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EvalReader:
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reader_function: ppocr.data.rec.dataset_traversal,SimpleReader
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reader_function: ppocr.data.rec.dataset_traversal,SimpleReader
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img_set_dir: ./train_data
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img_set_dir: ./train_data
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label_file_path: ./train_data/gt_test.txt
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label_file_path: ./train_data/test_label.txt
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TestReader:
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TestReader:
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reader_function: ppocr.data.rec.dataset_traversal,SimpleReader
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reader_function: ppocr.data.rec.dataset_traversal,SimpleReader
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@ -0,0 +1,13 @@
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TrainReader:
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reader_function: ppocr.data.rec.dataset_traversal,SimpleReader
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num_workers: 8
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img_set_dir: ./train_data
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label_file_path: ./train_data/gt_train.txt
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EvalReader:
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reader_function: ppocr.data.rec.dataset_traversal,SimpleReader
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img_set_dir: ./train_data
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label_file_path: ./train_data/gt_test.txt
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TestReader:
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reader_function: ppocr.data.rec.dataset_traversal,SimpleReader
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@ -0,0 +1,42 @@
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Global:
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algorithm: CRNN
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use_gpu: true
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epoch_num: 300
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log_smooth_window: 20
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print_batch_step: 10
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save_model_dir: output_ic15
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save_epoch_step: 3
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eval_batch_step: 2000
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train_batch_size_per_card: 256
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test_batch_size_per_card: 256
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image_shape: [3, 32, 100]
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max_text_length: 25
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character_type: ch
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character_dict_path: ./ppocr/utils/ic15_dict.txt
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loss_type: ctc
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reader_yml: ./configs/rec/rec_ic15_reader.yml
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pretrain_weights: ./pretrain_models/best_accuracy
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infer_img: ./infer_img
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Architecture:
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function: ppocr.modeling.architectures.rec_model,RecModel
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Backbone:
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function: ppocr.modeling.backbones.rec_mobilenet_v3,MobileNetV3
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scale: 0.5
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model_name: small
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Head:
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function: ppocr.modeling.heads.rec_ctc_head,CTCPredict
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encoder_type: rnn
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SeqRNN:
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hidden_size: 48
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Loss:
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function: ppocr.modeling.losses.rec_ctc_loss,CTCLoss
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Optimizer:
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function: ppocr.optimizer,AdamDecay
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base_lr: 0.001
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beta1: 0.9
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beta2: 0.999
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@ -80,7 +80,7 @@ def main():
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metrics = eval_det_run(exe, config, eval_info_dict, "test")
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metrics = eval_det_run(exe, config, eval_info_dict, "test")
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else:
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else:
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reader_type = config['Global']['reader_yml']
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reader_type = config['Global']['reader_yml']
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if "chinese" in reader_type:
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if "benchmark" not in reader_type:
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eval_reader = reader_main(config=config, mode="eval")
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eval_reader = reader_main(config=config, mode="eval")
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eval_info_dict = {'program': eval_program, \
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eval_info_dict = {'program': eval_program, \
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'reader': eval_reader, \
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'reader': eval_reader, \
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