diff --git a/README.md b/README.md
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 Welcome to the official repository housing the FEDHE-Graph implementation for Magic! This repository provides you with the necessary tools and resources to leverage federated learning techniques within the context of Magic, a comprehensive framework for federated learning research.
 
-![architecture](https://gitlab.liris.cnrs.fr/gladis/graphfl/-/blob/main/assets/archiFedHe.png?ref_type=heads)
+![architecture](https://gitlab.liris.cnrs.fr/gladis/graphfl/-/raw/main/assets/archiFedHe.png?ref_type=heads)