diff --git a/.github/workflows/deploy-image.yml b/.github/workflows/deploy-image.yml
new file mode 100644
index 000000000..81c31c7ad
--- /dev/null
+++ b/.github/workflows/deploy-image.yml
@@ -0,0 +1,41 @@
+name: Create and publish a Docker image
+
+on:
+  push:
+    branches: ['master']
+
+env:
+  REGISTRY: ghcr.io
+  IMAGE_NAME: ${{ github.repository }}
+
+jobs:
+  build-and-push-image:
+    runs-on: ubuntu-latest
+    permissions:
+      contents: read
+      packages: write
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v3
+
+      - name: Log in to the Container registry
+        uses: docker/login-action@f054a8b539a109f9f41c372932f1ae047eff08c9
+        with:
+          registry: ${{ env.REGISTRY }}
+          username: ${{ github.actor }}
+          password: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Extract metadata (tags, labels) for Docker
+        id: meta
+        uses: docker/metadata-action@98669ae865ea3cffbcbaa878cf57c20bbf1c6c38
+        with:
+          images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}
+
+      - name: Build and push Docker image
+        uses: docker/build-push-action@ad44023a93711e3deb337508980b4b5e9bcdc5dc
+        with:
+          context: .
+          push: true
+          tags: ${{ steps.meta.outputs.tags }}
+          labels: ${{ steps.meta.outputs.labels }}
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 000000000..49cfa01ab
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,27 @@
+FROM continuumio/miniconda3
+
+LABEL Description="ShapePipe Docker Image"
+WORKDIR /home
+ENV SHELL /bin/bash
+
+ARG CC=gcc-9
+ARG CXX=g++-9
+
+RUN apt-get update --allow-releaseinfo-change && \
+    apt-get update && \
+    apt-get upgrade -y && \
+    apt-get install make -y && \
+    apt-get install gcc-9 g++-9 -y && \
+    apt-get install locales -y && \
+    apt install libgl1-mesa-glx -y && \
+    apt-get clean
+
+RUN sed -i '/en_US.UTF-8/s/^# //g' /etc/locale.gen && \
+    locale-gen
+ENV LANG en_US.UTF-8
+ENV LANGUAGE en_US:en
+ENV LC_ALL en_US.UTF-8
+
+COPY . /home
+
+RUN ./install_shapepipe --develop --vos