diff --git a/Dockerfile.autobuild b/Dockerfile.autobuild
index 8b5f8fa..f514ce4 100644
--- a/Dockerfile.autobuild
+++ b/Dockerfile.autobuild
@@ -22,14 +22,17 @@ RUN yarn build
 
 # Required for other database options
 FROM python:3.9.12-slim-buster as base
+ARG DEBIAN_FRONTEND=noninteractive
 
 RUN apt-get update \
+    && if [ $(dpkg --print-architecture) = "arm64" -o $(dpkg --print-architecture) = "armhf" ]; then apt-get -y install apt-utils; fi \
     && apt-get -y install gcc default-libmysqlclient-dev
 RUN pip --no-cache-dir install --user mysqlclient cx-Oracle
 
 
 # Final image
 FROM python:3.9.12-slim-buster
+ARG DEBIAN_FRONTEND=noninteractive
 
 WORKDIR pinry
 RUN mkdir /data && chown -R www-data:www-data /data
@@ -48,7 +51,7 @@ RUN apt-get update \
     # Install Pillow dependencies
     && apt-get -y install libopenjp2-7 libjpeg-turbo-progs libjpeg62-turbo-dev libtiff5-dev libxcb1 \
     # Needed to compile psycopg2 on arm (fallback for psycopg2-binary)
-    && if [ $(dpkg --print-architecture) = "arm64" -o $(dpkg --print-architecture) = "armhf" ]; then apt-get -y install libpq-dev gcc; fi \
+    && if [ $(dpkg --print-architecture) = "arm64" -o $(dpkg --print-architecture) = "armhf" ]; then apt-get -y install apt-utils libpq-dev gcc; fi \
     && rm -rf /var/lib/apt/lists/* \
     && apt-get autoclean
 
diff --git a/docker/build_docker.sh b/docker/build_docker.sh
index 0a9b6f6..7b3147a 100755
--- a/docker/build_docker.sh
+++ b/docker/build_docker.sh
@@ -1,4 +1,5 @@
 #!/bin/bash
 
 script_dir="$( dirname "${0}" )"
-sudo docker build -t getpinry/pinry${@} "${script_dir}/../" -f "${script_dir}/../Dockerfile.autobuild"
+sudo docker build -t getpinry/pinry${@} "${script_dir}/../" \
+  -f "${script_dir}/../Dockerfile.autobuild"
diff --git a/docker/build_docker_multiple_platform.sh b/docker/build_docker_multiple_platform.sh
new file mode 100755
index 0000000..f04abb7
--- /dev/null
+++ b/docker/build_docker_multiple_platform.sh
@@ -0,0 +1,9 @@
+#!/bin/bash
+
+script_dir="$( dirname "${0}" )"
+
+sudo docker buildx build \
+  --push \
+  --platform linux/arm/v7,linux/arm64/v8,linux/amd64 \
+  -t getpinry/pinry:${@} "${script_dir}/../" \
+  -f "${script_dir}/../Dockerfile.autobuild"