diff --git a/.github/workflows/deploy.yml b/.github/workflows/deploy.yml
new file mode 100644
index 00000000..61a89be0
--- /dev/null
+++ b/.github/workflows/deploy.yml
@@ -0,0 +1,54 @@
+name: deploy-docker
+
+on:
+  release:
+    types:
+      - published
+
+jobs:
+  deploy-gpu:
+    runs-on: ubuntu-latest 
+    timeout-minutes: 120
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v3
+        with:
+          fetch-depth: 0
+      - name: Login to Docker
+        uses: docker/login-action@v2
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v2
+      - name: Build Docker image GPU
+        run: python Docker/build.py --device cuda --tag ${{ secrets.DOCKERHUB_USERNAME }}/fastsurfer:gpu-${{ github.event.release.tag_name }}
+      - name: Add additional tags
+        run: |
+          docker tag ${{ secrets.DOCKERHUB_USERNAME }}/fastsurfer:gpu-${{ github.event.release.tag_name }} ${{ secrets.DOCKERHUB_USERNAME }}/fastsurfer:gpu-latest
+          docker tag ${{ secrets.DOCKERHUB_USERNAME }}/fastsurfer:gpu-${{ github.event.release.tag_name }} ${{ secrets.DOCKERHUB_USERNAME }}/fastsurfer:latest
+      - name: Push Docker image GPU
+        run: docker push --all-tags ${{ secrets.DOCKERHUB_USERNAME }}/fastsurfer:gpu-${{ github.event.release.tag_name }}
+  deploy-cpu:
+    runs-on: ubuntu-latest
+    timeout-minutes: 120
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v3
+        with:
+          fetch-depth: 0
+      - name: Login to Docker
+        uses: docker/login-action@v2
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v2
+      - name: Build Docker image CPU
+        run: python Docker/build.py --device cpu --tag ${{ secrets.DOCKERHUB_USERNAME }}/fastsurfer:cpu-${{ github.event.release.tag_name }}
+      - name: Add additional tags
+        run: |
+          docker tag ${{ secrets.DOCKERHUB_USERNAME }}/fastsurfer:cpu-${{ github.event.release.tag_name }} ${{ secrets.DOCKERHUB_USERNAME }}/fastsurfer:cpu-latest
+      - name: Push Docker image CPU
+        run: docker push --all-tags ${{ secrets.DOCKERHUB_USERNAME }}/fastsurfer:cpu-${{ github.event.release.tag_name }}
+