diff --git a/README.md b/README.md
index c4057c6..d9d1305 100644
--- a/README.md
+++ b/README.md
@@ -17,7 +17,8 @@ and orientation. The network then predicts a less noisy version of the piece’s
 # Visuals
 
 ## 2D
-![2d](https://raw.githubusercontent.com/IIT-PAVIS/DiffAssemble/release/page/viz.gif)
+![2d](https://raw.githubusercontent.com/IIT-PAVIS/DiffAssemble/release/page/celeba_14_1.gif)
+![2d](https://raw.githubusercontent.com/IIT-PAVIS/DiffAssemble/release/page/celeba_14_2.gif)
 
 ## 3D