diff --git a/research/object_detection/dockerfiles/tf2/Dockerfile b/research/object_detection/dockerfiles/tf2/Dockerfile
index c4dfc6b2307..5aa4768687c 100644
--- a/research/object_detection/dockerfiles/tf2/Dockerfile
+++ b/research/object_detection/dockerfiles/tf2/Dockerfile
@@ -1,4 +1,4 @@
-FROM tensorflow/tensorflow:2.2.0-gpu
+FROM tensorflow/tensorflow:2.11.1-gpu
 
 ARG DEBIAN_FRONTEND=noninteractive