diff --git a/README.md b/README.md
index 13580b86..e2a7da40 100644
--- a/README.md
+++ b/README.md
@@ -42,6 +42,8 @@ From the authors of [GraphLab](https://github.com/jegonzal/PowerGraph) and [Turi
 ## Coming soon: image graph search (please reach out if you like to beta test)
 ![alt text](https://github.com/visualdatabase/fastdup/blob/main/gallery/viz23.png)
 ![alt text](https://github.com/visualdatabase/fastdup/blob/main/gallery/viz2.png)
+![alt text](https://github.com/visualdatabase/fastdup/blob/main/gallery/tmp13_viz5.png)
+
 *Upcoming new features: image graph search!*
 
 
diff --git a/gallery/tmp13_viz5.png b/gallery/tmp13_viz5.png
new file mode 100644
index 00000000..589e880a
Binary files /dev/null and b/gallery/tmp13_viz5.png differ