__init__.py 1.2 KB

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  1. # ------------------ Model Config ------------------
  2. from .yolov1_config import build_yolov1_config
  3. from .yolov2_config import build_yolov2_config
  4. from .yolov3_config import build_yolov3_config
  5. from .yolov5_config import build_yolov5_config
  6. from .yolox_config import build_yolox_config
  7. from .yolov8_config import build_yolov8_config
  8. from .rtdetr_config import build_rtdetr_config
  9. def build_config(args):
  10. print('==============================')
  11. print('Model: {} ...'.format(args.model.upper()))
  12. # YOLO series
  13. if 'yolov1' in args.model:
  14. cfg = build_yolov1_config(args)
  15. elif 'yolov2' in args.model:
  16. cfg = build_yolov2_config(args)
  17. elif 'yolov3' in args.model:
  18. cfg = build_yolov3_config(args)
  19. elif 'yolov5' in args.model:
  20. cfg = build_yolov5_config(args)
  21. elif 'yolox' in args.model:
  22. cfg = build_yolox_config(args)
  23. elif 'yolov8' in args.model:
  24. cfg = build_yolov8_config(args)
  25. # RT-DETR
  26. elif 'rtdetr' in args.model:
  27. cfg = build_rtdetr_config(args)
  28. else:
  29. raise NotImplementedError("Unknown model config: {}".format(args.model))
  30. # Print model config
  31. cfg.print_config()
  32. return cfg