pavel.lamonov
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75 lines
1.6 KiB
YAML
75 lines
1.6 KiB
YAML
Global:
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use_gpu: true
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character_dict_path: /kaggle/input/custom-ocr-dataset/dict.txt
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save_model_dir: ./output/
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pretrained_model: /kaggle/working/PaddleOCR/pretrained_models/PP-OCRv5_server_rec_pretrained.pdparams
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Architecture:
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model_type: rec
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algorithm: SVTR_HGNet
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Transform:
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Backbone:
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name: PPHGNetV2_B4
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text_rec: True
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Head:
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name: MultiHead
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head_list:
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- CTCHead:
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Neck:
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name: svtr
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dims: 120
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depth: 2
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hidden_dims: 120
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kernel_size: [1, 3]
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use_guide: True
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Head:
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fc_decay: 0.00001
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- NRTRHead:
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nrtr_dim: 384
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max_text_length: 17
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PostProcess:
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name: CTCLabelDecode
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Metric:
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name: RecMetric
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main_indicator: acc
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Train:
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dataset:
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name: SimpleDataSet
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data_dir: /kaggle/input/custom-ocr-dataset
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label_file_list:
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- /kaggle/input/custom-ocr-dataset/train.txt
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loader:
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batch_size_per_card: 16 # Уменьшите для экономии памяти
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num_workers: 2
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Eval:
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dataset:
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name: SimpleDataSet
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data_dir: /kaggle/input/custom-ocr-dataset
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label_file_list:
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- /kaggle/input/custom-ocr-dataset/val.txt
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transforms:
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- DecodeImage:
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img_mode: BGR
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channel_first: false
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- MultiLabelEncode:
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gtc_encode: NRTRLabelEncode
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max_text_length: 17
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- RecResizeImg:
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image_shape: [3, 48, 320]
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- KeepKeys:
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keep_keys:
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- image
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- label_ctc
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- label_gtc
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- length
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- valid_ratio
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loader:
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shuffle: false
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drop_last: false
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batch_size_per_card: 128
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num_workers: 4
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