# ------------------ Dataset Config ------------------ from .data_config.dataset_config import dataset_cfg def build_dataset_config(args): if args.dataset in ['coco', 'coco-val', 'coco-test']: cfg = dataset_cfg['coco'] else: cfg = dataset_cfg[args.dataset] print('==============================') print('Dataset Config: {} \n'.format(cfg)) return cfg # ------------------ Transform Config ------------------ from .data_config.transform_config import ( # YOLOv5-Style yolov5_p_trans_config, yolov5_n_trans_config, yolov5_s_trans_config, yolov5_m_trans_config, yolov5_l_trans_config, yolov5_x_trans_config, # YOLOX-Style yolox_p_trans_config, yolox_n_trans_config, yolox_s_trans_config, yolox_m_trans_config, yolox_l_trans_config, yolox_x_trans_config, # SSD-Style ssd_trans_config, # RT-DETR style rtdetr_base_trans_config, ) def build_trans_config(trans_config='ssd'): print('==============================') print('Transform: {}-Style ...'.format(trans_config)) # SSD-style transform if trans_config == 'ssd': cfg = ssd_trans_config # YOLOv5-style transform elif trans_config == 'yolov5_p': cfg = yolov5_p_trans_config elif trans_config == 'yolov5_n': cfg = yolov5_n_trans_config elif trans_config == 'yolov5_s': cfg = yolov5_s_trans_config elif trans_config == 'yolov5_m': cfg = yolov5_m_trans_config elif trans_config == 'yolov5_l': cfg = yolov5_l_trans_config elif trans_config == 'yolov5_x': cfg = yolov5_x_trans_config # YOLOX-style transform elif trans_config == 'yolox_p': cfg = yolox_p_trans_config elif trans_config == 'yolox_n': cfg = yolox_n_trans_config elif trans_config == 'yolox_s': cfg = yolox_s_trans_config elif trans_config == 'yolox_m': cfg = yolox_m_trans_config elif trans_config == 'yolox_l': cfg = yolox_l_trans_config elif trans_config == 'yolox_x': cfg = yolox_x_trans_config # RT-DETR style elif trans_config == 'rtdetr_base': cfg = rtdetr_base_trans_config print('Transform Config: {} \n'.format(cfg)) return cfg # ------------------ Model Config ------------------ ## YOLO series from .model_config.yolov1_config import yolov1_cfg from .model_config.yolov2_config import yolov2_cfg from .model_config.yolov3_config import yolov3_cfg from .model_config.yolov4_config import yolov4_cfg from .model_config.yolov5_config import yolov5_cfg, yolov5_adamw_cfg from .model_config.yolov7_config import yolov7_cfg from .model_config.yolov8_config import yolov8_cfg from .model_config.yolox_config import yolox_cfg ## Real-time DETR series from .model_config.rtdetr_config import rtdetr_cfg def build_model_config(args): print('==============================') print('Model: {} ...'.format(args.model.upper())) # YOLOv1 if args.model == 'yolov1': cfg = yolov1_cfg # YOLOv2 elif args.model == 'yolov2': cfg = yolov2_cfg # YOLOv3 elif args.model in ['yolov3', 'yolov3_tiny']: cfg = yolov3_cfg[args.model] # YOLOv4 elif args.model in ['yolov4', 'yolov4_tiny']: cfg = yolov4_cfg[args.model] # YOLOv5 elif args.model in ['yolov5_n', 'yolov5_s', 'yolov5_m', 'yolov5_l', 'yolov5_x']: cfg = yolov5_cfg[args.model] # YOLOv5-AdamW elif args.model in ['yolov5_n_adamw', 'yolov5_s_adamw', 'yolov5_m_adamw', 'yolov5_l_adamw', 'yolov5_x_adamw']: cfg = yolov5_adamw_cfg[args.model] # YOLOv7 elif args.model in ['yolov7_tiny', 'yolov7', 'yolov7_x']: cfg = yolov7_cfg[args.model] # YOLOv8 elif args.model in ['yolov8_n', 'yolov8_s', 'yolov8_m', 'yolov8_l', 'yolov8_x']: cfg = yolov8_cfg[args.model] # YOLOX elif args.model in ['yolox_n', 'yolox_s', 'yolox_m', 'yolox_l', 'yolox_x']: cfg = yolox_cfg[args.model] # RT-DETR elif args.model in ['rtdetr_r18', 'rtdetr_r34', 'rtdetr_r50', 'rtdetr_r101']: cfg = rtdetr_cfg[args.model] return cfg