diff --git a/book/notebooks/gallery.md b/book/notebooks/gallery.md
index aba25ae6..9ab22da5 100644
--- a/book/notebooks/gallery.md
+++ b/book/notebooks/gallery.md
@@ -91,7 +91,7 @@ Domazetoski *et al.* (2023)
 {bdg-info}`Python`
 ^^^
 
-<img src="https://camo.githubusercontent.com/009ffa79fb95f6c0f7fcf58b7424322724ccb432e485cc5aeb347f54ad7ba1ec/68747470733a2f2f7777772e636f6d6d6f6e647265616d732e6f72672f6d656469612d6c6962726172792f6f6365616e2d737572666163652d74656d7065726174757265732e6a70673f69643d33333639393138382677696474683d31323030266865696768743d343030267175616c6974793d393026636f6f7264696e617465733d3025324336363725324330253243363637"/>
+<img src="https://github.com/eds-book-gallery/3286b92f-4fae-4cc6-a29e-e408bc844542/assets/13321552/dca087c1-27ad-40df-b9ae-32749fd55ae8?raw=True"/>
 
 +++
 Malhotra *et al.* (2023)