diff --git a/README.md b/README.md
index 11312b083f7c2f178d5320d52413a3485f573e62..d73460e0853a6cb5e6a3087488670409d93f9d1c 100644
--- a/README.md
+++ b/README.md
@@ -25,9 +25,20 @@ This is a collection of customized Jupyter images to be used in the JupyterHub r
   - Added Notebook git Puller ([nbgitpuller](https://hub.jupyter.org/nbgitpuller))
   - Provide default home directory contents including VS Code Extensions and settings in `/etc/skel/`. Can be copied on first startup using [post start hook](https://z2jh.jupyter.org/en/stable/jupyterhub/customizing/user-environment.html#about-user-storage-and-adding-files-to-it).
 
+## keras3-cpu
+
+- Based on: `jupyter/tensorflow-notebook:latest` ([quay.io](https://quay.io/repository/jupyter/tensorflow-notebook), [src](https://github.com/jupyter/docker-stacks/tree/main/images/tensorflow-notebook), [doc](https://jupyter-docker-stacks.readthedocs.io/en/latest/using/selecting.html#jupyter-tensorflow-notebook))
+- Available as: [`christofkaufmann/keras3-cpu-notebook:latest`](https://hub.docker.com/repository/docker/christofkaufmann/keras3-cpu-notebook)
+- Features:
+  - Jupyter enabled
+  - Contains Keras3 with tensorflow as backend
+  - Added VS Code via code-server as web UI and via VS Code CLI for tunnels
+  - Added Notebook git Puller ([nbgitpuller](https://hub.jupyter.org/nbgitpuller))
+  - Provide default home directory contents including VS Code Extensions and settings in `/etc/skel/`. Can be copied on first startup using [post start hook](https://z2jh.jupyter.org/en/stable/jupyterhub/customizing/user-environment.html#about-user-storage-and-adding-files-to-it).
+
 ## keras3-gpu
 
-- Based on: `jupyter/tensorflow-notebook:cuda-latest` ([quay.io](https://quay.io/repository/jupyter/tensorflow-notebook), [src](https://github.com/jupyter/docker-stacks/tree/main/images/tensorflow-notebook/cuda), [doc](https://jupyter-docker-stacks.readthedocs.io/en/latest/using/selecting.html#cuda-enabled-variant))
+- Based on: `jupyter/tensorflow-notebook:cuda-latest` ([quay.io](https://quay.io/repository/jupyter/tensorflow-notebook), [src](https://github.com/jupyter/docker-stacks/tree/main/images/tensorflow-notebook/cuda), [doc](https://jupyter-docker-stacks.readthedocs.io/en/latest/using/selecting.html#cuda-enabled-variants))
 - Available as: [`christofkaufmann/keras3-gpu-notebook:latest`](https://hub.docker.com/repository/docker/christofkaufmann/keras3-gpu-notebook)
 - Features:
   - Jupyter enabled