diff --git a/README.md b/README.md
index 012c9f3..9bc71ac 100644
--- a/README.md
+++ b/README.md
@@ -13,6 +13,7 @@ This repository contains the implementation of 2D UNet architecture for fetal br
 
 ![data](./images/data.png)
 
+First figure shows raw MR image, second hand annotated groundtruth image and last shows weight map for spatial weighted cross entropy loss  
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 ## Results