diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 00000000..3dc08032
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1,25 @@
+models/
+.git
+__pycache__
+*.pyc
+*.pyo
+.ipynb_checkpoints
+.eggs
+*.egg-info
+dist
+build
+.venv
+venv
+.env
+*.pt
+*.pth
+*.bin
+*.onnx
+output
+outputs
+wandb
+.ml-cache
+.mypy_cache
+.pytest_cache
+.ruff_cache
+.pre-commit-cache
diff --git a/.github/workflows/docker-build.yml b/.github/workflows/docker-build.yml
new file mode 100644
index 00000000..5c7aadd0
--- /dev/null
+++ b/.github/workflows/docker-build.yml
@@ -0,0 +1,54 @@
+name: Build and Push Docker Image
+
+on:
+  push:
+    branches:
+      - main
+      - add-docker
+
+env:
+  REGISTRY: ghcr.io
+  IMAGE_NAME: ${{ github.repository }}
+
+jobs:
+  build-and-push:
+    runs-on: ubuntu-latest
+    permissions:
+      contents: read
+      packages: write
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+
+      - name: Log in to Container Registry
+        if: github.event_name == 'push'
+        uses: docker/login-action@v3
+        with:
+          registry: ${{ env.REGISTRY }}
+          username: ${{ github.actor }}
+          password: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Extract metadata
+        id: meta
+        uses: docker/metadata-action@v5
+        with:
+          images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}
+          tags: |
+            type=ref,event=branch
+            type=semver,pattern={{version}}
+            type=semver,pattern={{major}}.{{minor}}
+            type=sha
+
+      - name: Build and push Docker image
+        uses: docker/build-push-action@v5
+        with:
+          context: .
+          push: ${{ github.event_name == 'push' }}
+          tags: ${{ steps.meta.outputs.tags }}
+          labels: ${{ steps.meta.outputs.labels }}
+          cache-from: type=gha
+          cache-to: type=gha,mode=max
diff --git a/.gitignore b/.gitignore
index 61cce29d..bcbd6076 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,3 +1,6 @@
+# Docker
+models/
+
 # Python cache
 __pycache__/
 *.py[cod]
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 00000000..dd70ae06
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,46 @@
+FROM nvidia/cuda:12.4.1-cudnn-devel-ubuntu22.04
+
+ENV DEBIAN_FRONTEND=noninteractive
+ENV PYTHONDONTWRITEBYTECODE=1
+ENV PYTHONUNBUFFERED=1
+
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    python3.11 \
+    python3.11-dev \
+    python3.11-venv \
+    python3-pip \
+    git \
+    git-lfs \
+    ffmpeg \
+    cmake \
+    ninja-build \
+    libgl1-mesa-glx \
+    libglib2.0-0 \
+    && ln -sf /usr/bin/python3.11 /usr/bin/python \
+    && ln -sf /usr/bin/python3.11 /usr/bin/python3 \
+    && rm -rf /var/lib/apt/lists/*
+
+ENV CUDA_HOME=/usr/local/cuda
+ENV PATH="${CUDA_HOME}/bin:${PATH}"
+ENV LD_LIBRARY_PATH="${CUDA_HOME}/lib64:${LD_LIBRARY_PATH}"
+
+RUN python -m pip install --no-cache-dir --upgrade pip setuptools wheel
+
+WORKDIR /app
+
+COPY pyproject.toml README.md ./
+COPY src/ src/
+
+RUN pip install --no-cache-dir torch torchvision --index-url https://download.pytorch.org/whl/cu124
+
+RUN pip install --no-cache-dir xformers --index-url https://download.pytorch.org/whl/cu124
+
+ENV TORCH_CUDA_ARCH_LIST="7.0;7.5;8.0;8.6;8.9;9.0"
+
+RUN pip install --no-cache-dir hatchling hatch-vcs editables && \
+    pip install --no-cache-dir -e ".[all]" --no-build-isolation
+
+EXPOSE 7860
+
+ENTRYPOINT ["da3"]
+CMD ["gradio"]
diff --git a/compose.yml b/compose.yml
new file mode 100644
index 00000000..ab510572
--- /dev/null
+++ b/compose.yml
@@ -0,0 +1,24 @@
+services:
+  # Use: docker exec -it da3-backend bash
+  # To create a bash session inside the container to run commands like: da3 auto --use-backend --backend-url http://localhost:7860 --export-dir workspace/gallery/scene001 workspace/input
+  da3-backend:
+    container_name: da3-backend
+    image: ghcr.io/bytedance-seed/depth-anything-3:main
+    command: backend --model-dir depth-anything/DA3-LARGE-1.1 --port 7860 --host 0.0.0.0 --allow-unauthenticated
+    build:
+      dockerfile: Dockerfile
+      context: .
+    tty: true
+    stdin_open: true
+    ports:
+      - 7860:7860
+    volumes:
+      - ./workspace:/app/workspace
+      - ./models:/root/.cache/huggingface/hub
+    deploy:
+      resources:
+        reservations:
+          devices:
+            - driver: nvidia
+              count: all # To use specifics GPUs --> device_ids: ['0']
+              capabilities: [ gpu ]