diff --git a/README.md b/README.md
index d5e045e..db005a3 100644
--- a/README.md
+++ b/README.md
@@ -86,11 +86,7 @@ MIAEF128 Cage fail case:
 
 ![](https://github.com/iperov/DeepFaceLab/blob/master/doc/MIAEF128_Cage_fail.jpg)
 
-- **AVATAR (4GB+)** - 256pix face controlling model. 
-
-![](https://github.com/iperov/DeepFaceLab/blob/master/doc/AVATAR_Cage_0.jpg)
-
-Video: https://coub.com/view/1954x3
+- **AVATAR (4GB+)** - non GAN, 256x256 face controlling model. 
 
 ![](https://github.com/iperov/DeepFaceLab/blob/master/doc/AVATAR_Navalniy_0.jpg)
 
diff --git a/doc/AVATAR_Cage_0.jpg b/doc/AVATAR_Cage_0.jpg
deleted file mode 100644
index 1d358c7..0000000
Binary files a/doc/AVATAR_Cage_0.jpg and /dev/null differ