Update README.md

README.md

@@ -81,6 +81,7 @@ print("Predicted Depth:", predicted_depth[0])
 
 ### Training Pipeline
 If you want to retrain the model, follow these steps:
+NOTE: This pipline has just the overlook and the basic parameters any additional parameter tunings and preprocessing were being conducted in the original model 
 1. Download the **NYUv2 dataset** from Hugging Face:
    ```python
    from datasets import load_dataset