Update README.md

README.md

@@ -10,8 +10,6 @@ pinned: false
 license: mit
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-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
-
 # Road Surface Classification
 
 This application classifies road surface conditions into four categories:
@@ -22,12 +20,14 @@ This application classifies road surface conditions into four categories:
 
 ## Models
 
-Two models are available:
-1. **CNN** - Based on EfficientNet-B0 architecture
-2. **Random Forest** - Using image features
+Multiple model architectures are implemented and compared, including:
+- EfficientNet B0
+- MobileNet V2
+- ResNet-18
+- Random Forest (using features extracted from CNNs)
 
 ## How to Use
 
 1. Upload a road image
-2. Select which model to use (CNN or Random Forest)
+2. Select which model to use (EfficientNet, MobileNet, ResNet, or Random Forest)
 3. Click "Classify" to get the prediction and confidence scores