Update README.md

README.md

@@ -15,4 +15,25 @@ metrics:
 - accuracy
 - IoU
 - F1 Score
----
+---
+
+### Model and Inputs
+The pretrained Prithvi-100m parameter model is used for finetuning over Burn Scar task on HLS data.
+The finetuning expected an input tile of 512x512x6, where 512 is the height and width and 6 is the number of bands. The bands are 
+1. Blue
+2. Green
+3. Red
+4. Narrow NIR
+5. SWIR 1
+6. SWIR 2
+
+### Code
+Code for Finetuning is available through [github](https://github.com/NASA-IMPACT/hls-foundation-os/tree/main/fine-tuning-examples)
+
+Configuration used for finetuning is avaible through [config](https://github.com/NASA-IMPACT/hls-foundation-os/blob/main/fine-tuning-examples/configs/firescars_config.py
+)
+
+
+### Results
+
+