adding samples in README

README.md

@@ -12,6 +12,15 @@ This repository contains the instructions for using the VascX models from the pa
 
 The model weights are in [huggingface](https://huggingface.co/Eyened/vascx).
 
+<img src="samples/fundus/rgb/CHASEDB1_12R.png" width="240" height="240">
+<img src="imgs/CHASEDB1_12R.png" width="240" height="240">
+
+<img src="samples/fundus/rgb/DRIVE_22.png" width="240" height="240">
+<img src="imgs/DRIVE_22.png" width="240" height="240">
+
+<img src="samples/fundus/rgb/HRF_04_g.png" width="240" height="240">
+<img src="imgs/HRF_04_g.png" width="240" height="240">
+
 ### Installation
 
 To install the entire fundus analysis pipeline including fundus preprocessing, model inference code and vascular biomarker extraction: