diff --git a/compose.yml b/compose.yml
index 6241f06..7d91b50 100644
--- a/compose.yml
+++ b/compose.yml
@@ -34,8 +34,6 @@ services:
 
   immich-machine-learning: # TODO: this has to be that name, as the frontend tries to reach it at: http://immich-machine-learning:3003
     image: ghcr.io/immich-app/immich-machine-learning:v2.4.1
-    ports:
-      - 3003:3003
     volumes:
       - model-cache:/cache
     networks: