diff --git a/README.md b/README.md
index f40c027e4f..01f31c02c9 100644
--- a/README.md
+++ b/README.md
@@ -123,8 +123,8 @@ print('and going to http://localhost:6006 on your browser')
 ## What does lightning control for me?   
 
 <p align="center">
-  <a href="https://github.com/williamFalcon/pytorch-lightning/blob/master/docs/source/_static/overview.jpg">
-    <img alt="" src="https://github.com/williamFalcon/pytorch-lightning/blob/master/docs/source/_static/overview.jpg" height="500px">
+  <a href="https://github.com/williamFalcon/pytorch-lightning/blob/master/docs/source/_static/overview_flat.jpg">
+    <img alt="" src="https://github.com/williamFalcon/pytorch-lightning/blob/master/docs/source/_static/overview_flat.jpg" height="500px">
   </a>
 </p>