Update README.md

README.md

@@ -12,7 +12,7 @@ the SAM method at **50× higher run-time speed**.
 ![FastSAM design](assets/Overview.png)
 
 **🍇 Updates**
-- **`2023/09/11`** Release  [Training and Validation Code](TRAIN_AND_VAL.md).
+- **`2023/09/11`** Release  [Training and Validation Code](sa_hub/TRAIN_AND_VAL.md).
 - **`2023/08/17`** Release  [OpenXLab Demo](https://openxlab.org.cn/apps/detail/zxair/FastSAM). Thanks to OpenXLab Team for help.
 - **`2023/07/06`** Added to [Ultralytics (YOLOv8) Model Hub](https://docs.ultralytics.com/models/fast-sam/). Thanks to [Ultralytics](https://github.com/ultralytics/ultralytics) for help 🌹.
 - **`2023/06/29`** Support [text mode](https://huggingface.co/spaces/An-619/FastSAM) in HuggingFace Space. Thanks a lot to [gaoxinge](https://github.com/gaoxinge) for help 🌹.
@@ -112,7 +112,7 @@ You are also welcomed to try our Colab demo: [FastSAM_example.ipynb](https://col
 We provide various options for different purposes, details are in [MORE_USAGES.md](MORE_USAGES.md).
 
 ## Training or Validation
-Training from scratch or validation: [Training and Validation Code](TRAIN_AND_VAL.md).
+Training from scratch or validation: [Training and Validation Code](sa_hub/TRAIN_AND_VAL.md).
 
 ## Web demo