diff --git a/keras3-cpu/Dockerfile b/keras3-cpu/Dockerfile
index 1afbc92d10544fba212f5fee10eeb84ec17baba3..091352c7e043e578b06fac2e0d4dd8831405b14e 100644
--- a/keras3-cpu/Dockerfile
+++ b/keras3-cpu/Dockerfile
@@ -61,7 +61,7 @@ RUN mamba install --yes \
 USER root
 
 # install code-server and extensions
-ENV CODE_VERSION=4.96.4
+ENV CODE_VERSION=4.97.2
 RUN wget --no-hsts -q https://github.com/coder/code-server/releases/download/v$CODE_VERSION/code-server_${CODE_VERSION}_amd64.deb && \
     dpkg -i code-server_${CODE_VERSION}_amd64.deb && \
     rm -f code-server_${CODE_VERSION}_amd64.deb && \
@@ -101,7 +101,8 @@ RUN mamba install --yes \
     # optional dependencies for pandas for read_html and to support Parquet files
     'lxml' \
     'pyarrow' \
-    # geopandas
+    # geo
+    'geemap' \
     'geopandas' \
     'pysal' \
     'contextily' \
diff --git a/keras3-gpu/Dockerfile b/keras3-gpu/Dockerfile
index 42d0d39844e1cb9017819f28bb25d0a6310ea518..3bdf1ea4d6298d1fb070a6af2a89f74dc527a5ea 100644
--- a/keras3-gpu/Dockerfile
+++ b/keras3-gpu/Dockerfile
@@ -18,7 +18,7 @@ RUN apt-get update --yes && \
     apt-get clean && rm -rf /var/lib/apt/lists/*
 
 # install code-server and extensions
-ENV CODE_VERSION=4.96.4
+ENV CODE_VERSION=4.97.2
 RUN wget --no-hsts -q https://github.com/coder/code-server/releases/download/v$CODE_VERSION/code-server_${CODE_VERSION}_amd64.deb && \
     dpkg -i code-server_${CODE_VERSION}_amd64.deb && \
     rm -f code-server_${CODE_VERSION}_amd64.deb && \
diff --git a/pytorch-gpu/Dockerfile b/pytorch-gpu/Dockerfile
index 1777631685d12d5ff66d242200bf681b3b692186..150991022f8c4d0a7fea2a5aff9cb285194e6303 100644
--- a/pytorch-gpu/Dockerfile
+++ b/pytorch-gpu/Dockerfile
@@ -18,7 +18,7 @@ RUN apt-get update --yes && \
     apt-get clean && rm -rf /var/lib/apt/lists/*
 
 # install code-server and extensions
-ENV CODE_VERSION=4.96.4
+ENV CODE_VERSION=4.97.2
 RUN wget --no-hsts -q https://github.com/coder/code-server/releases/download/v$CODE_VERSION/code-server_${CODE_VERSION}_amd64.deb && \
     dpkg -i code-server_${CODE_VERSION}_amd64.deb && \
     rm -f code-server_${CODE_VERSION}_amd64.deb && \