Update README.md

README.md

@@ -15,9 +15,11 @@ pipeline_tag: image-segmentation
 
 This model demonstrates a road segmentation implemented using deep learning techniques which predics the road regions in the input image and returns it in a grayscale image.
 
-## Features
-
+## Model Structure
+ - **rs1-low.pth**: The lowest performer model with a loss of 0.69%.
+ - **rs1-high.pth**: The highest performer model with a loss of 0.07%.
 
+## Features
 1. ### Architecture
     - Basic Resnet50 model with few upsampling and batch normalisation layers.
     - Contains over _____ Trainable paramameters.