diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 38cbd82..843b751 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -21,6 +21,12 @@ jobs:
       - name: Checkout repository
         uses: actions/checkout@v2
 
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v2
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v2
+
       - name: Set up Go
         uses: actions/setup-go@v2
         with:
@@ -55,6 +61,7 @@ jobs:
         uses: docker/build-push-action@ad44023a93711e3deb337508980b4b5e9bcdc5dc
         with:
           context: .
+          platforms: linux/amd64,linux/arm64
           push: true
           tags: ${{ steps.meta.outputs.tags }}
           labels: ${{ steps.meta.outputs.labels }}
@@ -75,6 +82,7 @@ jobs:
         with:
           context: .
           file: ./Dockerfile.initialize
+          platforms: linux/amd64,linux/arm64
           push: true
           tags: ${{ steps.meta-init.outputs.tags }}
           labels: ${{ steps.meta-init.outputs.labels }}
@@ -95,6 +103,7 @@ jobs:
         with:
           context: .
           file: ./Dockerfile.synchronizer
+          platforms: linux/amd64,linux/arm64
           push: true
           tags: ${{ steps.meta-sync.outputs.tags }}
           labels: ${{ steps.meta-sync.outputs.labels }}