Update README.md

README.md

@@ -25,7 +25,8 @@ This model was trained to **classify coral bleaching conditions** using the Visi
 - **Classes**:  
   - `CORAL`: Healthy coral  
   - `CORAL_BL`: Bleached coral  
-
+![results](./00_example.png)
+![results](./01_example.png)
 ## 📊 Model Weights
 - Download the **TorchScript model** [here](./noaa-esd-coral-bleaching-vit-classifier-v1.pt)  
 - Download the **ONNX model** [here](./noaa-esd-coral-bleaching-vit-classifier-v1.onnx)  
@@ -58,8 +59,7 @@ The model was evaluated using a withheld test set. The predictions were compared
 |macro avg|       0.85|      0.83|      0.84|      1562|
 |weighted avg|       0.85|      0.85|      0.85|      1562|
 
-
-### Confusion Matrix
+![results](./02_example.png)
 
 ## 🚀 How to Use the Model