Update README.md

README.md

@@ -46,6 +46,15 @@ We welcome:
 - Improved annotations or protocols
 - Pull requests to code or documentation
 
+## Sample Visualizations
+- Classification model
+<p align="center"> <img src="https://raw.githubusercontent.com/sampath-balaji/Electrical-Lines-Defect-Detection/refs/heads/main/Pole_LeanedStraight_Defect/Classification/assets/val_viz_ep40.png" width="600"/> </p>
+
+- Object Detection model
+  <p align="center">
+  <img src="https://raw.githubusercontent.com/sampath-balaji/Electrical-Lines-Defect-Detection/refs/heads/main/Pole_LeanedStraight_Defect/ObjectDetection/assets/output.jpeg" width="600"/>
+</p>
+
 ## 📄 License
 
 - [Dataset](https://huggingface.co/datasets/EPDCL/Electrical-Lines-Defect-Detection): CC BY 4.0