diff --git a/README.md b/README.md
index 928aff4..bfa5f51 100644
--- a/README.md
+++ b/README.md
@@ -15,8 +15,8 @@ __Contact__: xuebin[at]ualberta[dot]ca
 
 ## Updates !!!
 
-<!-- ## (2022-Mar-3) Our [**new work**](https://xuebinqin.github.io/dis/index.html) is on the way. Please be aware of our updates.
-![ship-demo](figures/ship-demo.gif) -->
+** (2022-Mar-8)** Thank [**Levin Dabhi**](https://github.com/levindabhi/cloth-segmentation) for training a awesome clothes segmentation U<sup>2</sup>-Net.
+![close-seg](figures/close-seg.jpg) 
 
 ** (2022-Mar-3)** Thank [**Renato Violin**](https://github.com/renatoviolin/bg-remove-augment) for providing an awesome webapp for image background removal and replacement based on our U<sup>2</sup>-Net.
 ![bg-rm-aug](figures/bg-rm-aug.gif)