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@@ -0,0 +1,169 @@
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+Global:
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+ debug: false
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+ use_gpu: true
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+ epoch_num: 100
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+ log_smooth_window: 20
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+ print_batch_step: 20
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+ save_model_dir: ./output/ch_PP-OCR_V3_det_back_0214/
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+ save_epoch_step: 100
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+ eval_batch_step:
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+ - 0
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+ - 100
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+ cal_metric_during_train: false
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+ pretrained_model: pretrain_model/ch_PP-OCRv3_det_distill_train/student.pdparams
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+ checkpoints: null
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+ save_inference_dir: null
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+ use_visualdl: true
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+ infer_img: images/tw_01.png
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+ save_res_path: ./infer_result/predicts_db.txt
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+ distributed: true
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+ label_list: configs/det/ch_PP-OCRv3/label_list.txt
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+ num_classes: 12
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+
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+Architecture:
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+ model_type: det
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+ algorithm: DB
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+ Transform:
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+ Backbone:
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+ name: MobileNetV3
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+ scale: 1.25
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+ model_name: large
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+ disable_se: True
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+ Neck:
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+ name: RSEFPN
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+ out_channels: 96
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+ shortcut: True
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+ Head:
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+ name: DBHead
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+ k: 50
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+
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+Loss:
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+ name: DBLoss
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+ balance_loss: true
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+ main_loss_type: DiceLoss
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+ alpha: 5
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+ beta: 10
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+ ohem_ratio: 3
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+Optimizer:
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+ name: Adam
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+ beta1: 0.9
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+ beta2: 0.999
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+ lr:
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+ name: Cosine
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+ learning_rate: 0.001
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+ warmup_epoch: 2
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+ regularizer:
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+ name: L2
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+ factor: 5.0e-05
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+PostProcess:
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+ name: DBPostProcess
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+ thresh: 0.3
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+ box_thresh: 0.6
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+ max_candidates: 1000
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+ unclip_ratio: 1.5
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+Metric:
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+ name: DetMetric
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+ main_indicator: hmean
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+Train:
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+ dataset:
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+ name: SimpleDataSet
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+ data_dir: /home/aistudio/data/data190513
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+ # 数据集为tw_idcard_det_back_0214
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+ label_file_list:
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+ - /home/aistudio/data/data190513/Label.txt
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+ ratio_list: [0.8]
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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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+ - DetLabelEncode: null
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+ - IaaAugment:
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+ augmenter_args:
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+ - type: Fliplr
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+ args:
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+ p: 0.5
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+ - type: Affine
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+ args:
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+ rotate:
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+ - -10
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+ - 10
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+ - type: Resize
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+ args:
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+ size:
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+ - 0.5
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+ - 3
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+ - EastRandomCropData:
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+ size:
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+ - 960
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+ - 960
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+ max_tries: 50
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+ keep_ratio: true
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+ - MakeBorderMap:
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+ shrink_ratio: 0.4
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+ thresh_min: 0.3
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+ thresh_max: 0.7
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+ - MakeShrinkMap:
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+ shrink_ratio: 0.4
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+ min_text_size: 8
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+ - NormalizeImage:
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+ scale: 1./255.
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+ mean:
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+ - 0.485
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+ - 0.456
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+ - 0.406
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+ std:
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+ - 0.229
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+ - 0.224
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+ - 0.225
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+ order: hwc
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+ - ToCHWImage: null
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+ - KeepKeys:
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+ keep_keys:
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+ - image
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+ - threshold_map
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+ - threshold_mask
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+ - shrink_map
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+ - shrink_mask
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+ - class_mask
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+ loader:
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+ shuffle: true
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+ drop_last: false
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+ batch_size_per_card: 8
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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: /home/aistudio/data/data190513
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+ label_file_list:
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+ - /home/aistudio/data/data190513/Label.txt
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+ ratio_list: [0.2]
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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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+ - DetLabelEncode: null
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+ - DetResizeForTest:
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+ resize_long: 960
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+ - NormalizeImage:
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+ scale: 1./255.
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+ mean:
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+ - 0.485
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+ - 0.456
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+ - 0.406
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+ std:
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+ - 0.229
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+ - 0.224
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+ - 0.225
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+ order: hwc
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+ - ToCHWImage: null
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+ - KeepKeys:
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+ keep_keys:
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+ - image
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+ - shape
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+ - polys
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+ - ignore_tags
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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: 1
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+ num_workers: 2
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