{ "model": { "type": "FAST", "backbone": { "type": "fast_backbone", "config": "config/fast/nas-configs/fast_base.config" }, "neck": { "type": "fast_neck", "config": "config/fast/nas-configs/fast_base.config" }, "detection_head": { "type": "fast_head", "config": "config/fast/nas-configs/fast_base.config", "pooling_size": 9, "loss_text": { "type": "DiceLoss", "loss_weight": 0.5 }, "loss_kernel": { "type": "DiceLoss", "loss_weight": 1.0 }, "loss_emb": { "type": "EmbLoss_v1", "feature_dim": 4, "loss_weight": 0.25 } } }, "repeat_times": 10, "data": { "batch_size": 16, "train": { "type": "FAST_IC17MLT", "split": "train", "is_transform": true, "img_size": 640, "short_size": 640, "pooling_size": 9, "read_type": "cv2", "repeat_times": 10 }, "test": { "type": "FAST_IC17MLT", "split": "test", "short_size": 640, "read_type": "cv2" } }, "train_cfg": { "lr": 0.001, "schedule": "polylr", "epoch": 30, "optimizer": "Adam", "save_interval": 1, "pretrain": "pretrained/fast_base_in1k_epoch_299.pth" }, "test_cfg": { "result_path": "outputs/submit_ctw/", "min_area": 250, "min_score": 0.88, "bbox_type": "rect" } }