From 9cd7a2ccbe5f289c68989f3cf304ada4a55d17cf Mon Sep 17 00:00:00 2001 From: wuzekai <3025054974@qq.com> Date: Tue, 8 Jul 2025 05:34:54 +0000 Subject: [PATCH] Add new file --- config/ch_det_res18_db_v2.0.yml | 132 ++++++++++++++++++++++++++++++++ 1 file changed, 132 insertions(+) create mode 100644 config/ch_det_res18_db_v2.0.yml diff --git a/config/ch_det_res18_db_v2.0.yml b/config/ch_det_res18_db_v2.0.yml new file mode 100644 index 0000000..084e6e6 --- /dev/null +++ b/config/ch_det_res18_db_v2.0.yml @@ -0,0 +1,132 @@ +Global: + use_gpu: true + epoch_num: 250 + log_smooth_window: 20 + print_batch_step: 30 + save_model_dir: ./output/ch_db_res18/ + save_epoch_step: 500 + # evaluation is run every 5000 iterations after the 4000th iteration + eval_batch_step: 60 + cal_metric_during_train: False + pretrained_model: ./pretrain_models/ch_ppocr_server_v2.0_det_train/best_accuracy.pdparams + checkpoints: + save_inference_dir: + use_visualdl: false + use_wandb: true + infer_img: doc/imgs_en/img_10.jpg + save_res_path: ./output/test/det_db/predicts_db.txt + name: ch_db_res18 + +Architecture: + model_type: det + algorithm: DB + Transform: + Backbone: + name: ResNet_vd + layers: 18 + disable_se: True + Neck: + name: DBFPN + out_channels: 256 + Head: + name: DBHead + k: 50 + +Loss: + name: DBLoss + balance_loss: true + main_loss_type: DiceLoss + alpha: 5 + beta: 10 + ohem_ratio: 3 + +Optimizer: + name: Adam + beta1: 0.9 + beta2: 0.999 + lr: + name: Cosine + learning_rate: 0.001 + warmup_epoch: 2 + regularizer: + name: 'L2' + factor: 0 + +PostProcess: + name: DBPostProcess + thresh: 0.3 + box_thresh: 0.6 + max_candidates: 1000 + unclip_ratio: 1.5 + +Metric: + name: DetMetric + main_indicator: hmean + +Train: + dataset: + name: SimpleDataSet + data_dir: ./train_data/ + label_file_list: + - ./train_data/det/train.txt + ratio_list: [1.0] + transforms: + - DecodeImage: # load image + img_mode: BGR + channel_first: False + - DetLabelEncode: # Class handling label + - IaaAugment: + augmenter_args: + - { 'type': Affine, 'args': { 'rotate': [-3, 3] } } # 旋转 + - { 'type': Resize, 'args': { 'size': [0.8, 1.2] } } #缩放 + - EastRandomCropData: + size: [960, 960] + max_tries: 50 + keep_ratio: true + - MakeBorderMap: + shrink_ratio: 0.4 + thresh_min: 0.3 + thresh_max: 0.7 + - MakeShrinkMap: + shrink_ratio: 0.4 + min_text_size: 8 + - NormalizeImage: + scale: 1./255. + mean: [0.485, 0.456, 0.406] + std: [0.229, 0.224, 0.225] + order: 'hwc' + - ToCHWImage: + - KeepKeys: + keep_keys: ['image', 'threshold_map', 'threshold_mask', 'shrink_map', 'shrink_mask'] # the order of the dataloader list + loader: + shuffle: True + drop_last: False + batch_size_per_card: 8 + num_workers: 4 + +Eval: + dataset: + name: SimpleDataSet + data_dir: ./train_data/ + label_file_list: + - ./train_data/det/val.txt + transforms: + - DecodeImage: # load image + img_mode: BGR + channel_first: False + - DetLabelEncode: # Class handling label + - DetResizeForTest: +# image_shape: [736, 1280] + - NormalizeImage: + scale: 1./255. + mean: [0.485, 0.456, 0.406] + std: [0.229, 0.224, 0.225] + order: 'hwc' + - ToCHWImage: + - KeepKeys: + keep_keys: ['image', 'shape', 'polys', 'ignore_tags'] + loader: + shuffle: False + drop_last: False + batch_size_per_card: 1 # must be 1 + num_workers: 2 -- 2.22.0