diff --git a/README.md b/README.md
index b91a73e..949f616 100644
--- a/README.md
+++ b/README.md
@@ -1,8 +1,12 @@
-# MLJFlux
+<div align="left">
+    <img width="490" alt="image" src="https://github.com/FluxML/MLJFlux.jl/assets/49572294/f28300e9-44cb-4d1a-8acf-8a682230be31">
+    
+An interface to the Flux deep learning models for the [MLJ](https://github.com/alan-turing-institute/MLJ.jl) machine learning framework
+
+</div>
+
+[![Stable](https://img.shields.io/badge/docs-stable-blue.svg)](https://fluxml.github.io/MLJFlux.jl/dev/)
 
-An interface to the Flux deep learning models for the
-[MLJ](https://github.com/alan-turing-institute/MLJ.jl) machine
-learning framework.
 
 | Branch   | Julia | CPU CI | GPU CI | Coverage |
 | -------- | ----- | ------ | -----  | -------- |
@@ -21,7 +25,6 @@ learning framework.
 [coveralls-img-dev]: https://coveralls.io/repos/github/alan-turing-institute/MLJFlux.jl/badge.svg?branch=dev "Code Coverage"
 [coveralls-url]: https://github.com/FluxML/MLJFlux.jl/actions/workflows/ci.yml
 
-[![Stable](https://img.shields.io/badge/docs-stable-blue.svg)](https://fluxml.github.io/MLJFlux.jl/dev/)
 
 
 ## Code Snippet