diff --git a/.github/workflows/docker.yml b/.github/workflows/docker.yml
index d862b38e4..a495c27a5 100644
--- a/.github/workflows/docker.yml
+++ b/.github/workflows/docker.yml
@@ -38,8 +38,15 @@ jobs:
         with:
           path: ./out/
           key: ${{ github.sha }}
+
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v2
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v2
+
       - name: Build image
-        run: docker build . --tag $IMAGE_NAME --label "runnumber=${GITHUB_RUN_ID}"
+        run: docker buildx build --platform linux/arm/v7,linux/amd64,linux/arm64 . --tag $IMAGE_NAME --label "runnumber=${GITHUB_RUN_ID}"
 
       - name: Log in to registry