diff --git a/README.md b/README.md
index 52d81b2..d182ad4 100644
--- a/README.md
+++ b/README.md
@@ -2,6 +2,7 @@
 
 # tweetopic
 
+:zap: Blazing Fast topic modelling over short texts in Python
 <br>
 
 [![PyPI version](https://badge.fury.io/py/tweetopic.svg)](https://pypi.org/project/tweetopic/)
@@ -9,11 +10,11 @@
 [![python version](https://img.shields.io/badge/Python-%3E=3.7-blue)](https://github.com/centre-for-humanities-computing/tweetopic)
 [![Code style: black](https://img.shields.io/badge/Code%20Style-Black-black)](https://black.readthedocs.io/en/stable/the_black_code_style/current_style.html)
 <br>
-![NumPy](https://img.shields.io/badge/numpy-%23013243.svg?style=for-the-badge&logo=numpy&logoColor=white)
-![SciPy](https://img.shields.io/badge/SciPy-%230C55A5.svg?style=for-the-badge&logo=scipy&logoColor=%white)
-![scikit-learn](https://img.shields.io/badge/scikit--learn-%23F7931E.svg?style=for-the-badge&logo=scikit-learn&logoColor=white)
 
-:zap: Blazing Fast topic modelling over short texts in Python
+<p align="center">
+<img src="docs/_static/banner.svg" height=400 align="center">
+</p>
+
 
 ## Features