diff --git a/README.md b/README.md
index 3b3bd5d..4b99ad9 100644
--- a/README.md
+++ b/README.md
@@ -11,7 +11,7 @@
 
 ## Getting started
 
-![sccoral-model](./docs/_static/model.svg)
+![sccoral-model](./docs/_static/img/model-architecture.png)
 
 ### Motivation
 
diff --git a/docs/_static/img/logo.png b/docs/_static/img/logo.png
new file mode 100644
index 0000000..56fdd65
Binary files /dev/null and b/docs/_static/img/logo.png differ
diff --git a/docs/_static/img/model-architecture.png b/docs/_static/img/model-architecture.png
new file mode 100644
index 0000000..c3582d2
Binary files /dev/null and b/docs/_static/img/model-architecture.png differ