diff --git a/README.md b/README.md
index cb58324..6d88498 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,6 @@
-# GIMP-ML : Semantics for GNU Image Manipulation Program
+
+
+# Semantics for GNU Image Manipulation Program
### [YouTube](https://www.youtube.com/channel/UCzZn99R6Zh0ttGqvZieT4zw) [Instagram](https://www.instagram.com/explore/tags/gimpml/) [Manual](https://github.com/kritiksoman/GIMP-ML/wiki/User-Manual) [Preprint](https://arxiv.org/abs/2004.13060) [Medium](https://medium.com/@kritiksoman)
Updates:
[August 2] Added deep matting and k-means.
@@ -52,3 +54,4 @@ Please cite using the following bibtex entry:
| super-resolution | MIT |
| deepmatting | Non-commercial purposes |
| deeplab | MIT |
+| kmeans | BSD |