diff --git a/docker/Dockerfile b/docker/Dockerfile
new file mode 100644
index 000000000..9363a8fb3
--- /dev/null
+++ b/docker/Dockerfile
@@ -0,0 +1,127 @@
+FROM blakeblackshear/frigate-nginx:1.0.2 as nginx
+
+FROM node:14 as web
+
+WORKDIR /opt/frigate
+
+COPY web/ .
+
+RUN npm install && npm run build
+
+FROM debian:11 as wheels
+
+ENV DEBIAN_FRONTEND=noninteractive
+
+# Use a separate container to build wheels to prevent build dependencies in final image
+RUN apt-get -qq update \
+    && apt-get -qq install -y \
+    apt-transport-https \
+    gnupg \
+    wget \
+    && wget -O - http://archive.raspberrypi.org/debian/raspberrypi.gpg.key | apt-key add - \
+    && echo "deb http://archive.raspberrypi.org/debian/ bullseye main" | tee /etc/apt/sources.list.d/raspi.list \
+    && apt-get -qq update \
+    && apt-get -qq install -y \
+    python3 \
+    python3-dev \
+    wget \
+    # opencv dependencies
+    build-essential cmake git pkg-config libgtk-3-dev \
+    libavcodec-dev libavformat-dev libswscale-dev libv4l-dev \
+    libxvidcore-dev libx264-dev libjpeg-dev libpng-dev libtiff-dev \
+    gfortran openexr libatlas-base-dev libssl-dev\
+    libtbb2 libtbb-dev libdc1394-22-dev libopenexr-dev \
+    libgstreamer-plugins-base1.0-dev libgstreamer1.0-dev \
+    # scipy dependencies
+    gcc gfortran libopenblas-dev liblapack-dev
+
+RUN wget -q https://bootstrap.pypa.io/get-pip.py -O get-pip.py \
+    && python3 get-pip.py "pip"
+
+RUN pip3 install scikit-build
+
+# TODO: lock with requirements.txt
+RUN pip3 wheel --wheel-dir=/wheels \
+    opencv-python-headless \
+    numpy \
+    imutils \
+    scipy \
+    psutil \
+    Flask \
+    paho-mqtt \
+    PyYAML \
+    matplotlib \
+    click \
+    setproctitle \
+    peewee \
+    peewee_migrate \
+    pydantic \
+    zeroconf \
+    ws4py
+
+# Frigate Container
+FROM debian:11-slim
+ARG TARGETARCH
+ARG S6_OVERLAY_VERSION=3.0.0.2
+
+ENV DEBIAN_FRONTEND=noninteractive
+ENV FLASK_ENV=development
+
+COPY --from=wheels /wheels /wheels
+
+# Install ffmpeg
+RUN apt-get -qq update \
+    && apt-get -qq install --no-install-recommends -y \
+    apt-transport-https \
+    gnupg \
+    wget \
+    unzip tzdata libxml2 xz-utils \
+    python3-pip \
+    # add raspberry pi repo
+    && wget -O - http://archive.raspberrypi.org/debian/raspberrypi.gpg.key | apt-key add - \
+    && echo "deb http://archive.raspberrypi.org/debian/ bullseye main" | tee /etc/apt/sources.list.d/raspi.list \
+    # add coral repo
+    && APT_KEY_DONT_WARN_ON_DANGEROUS_USAGE=DontWarn apt-key adv --fetch-keys https://packages.cloud.google.com/apt/doc/apt-key.gpg \
+    && echo "deb https://packages.cloud.google.com/apt coral-edgetpu-stable main" > /etc/apt/sources.list.d/coral-edgetpu.list \
+    && echo "libedgetpu1-max libedgetpu/accepted-eula select true" | debconf-set-selections \
+    && apt-get -qq update \
+    && apt-get -qq install --no-install-recommends -y \
+    ffmpeg \
+    # coral drivers
+    libedgetpu1-max python3-tflite-runtime python3-pycoral \
+    && pip3 install -U /wheels/*.whl \
+    && rm -rf /var/lib/apt/lists/* /wheels \
+    && (apt-get autoremove -y; apt-get autoclean -y)
+
+COPY --from=nginx /usr/local/nginx/ /usr/local/nginx/
+
+# get model and labels
+COPY labelmap.txt /labelmap.txt
+RUN wget -q https://github.com/google-coral/test_data/raw/release-frogfish/ssdlite_mobiledet_coco_qat_postprocess_edgetpu.tflite -O /edgetpu_model.tflite
+RUN wget -q https://github.com/google-coral/test_data/raw/release-frogfish/ssdlite_mobiledet_coco_qat_postprocess.tflite -O /cpu_model.tflite
+
+WORKDIR /opt/frigate/
+ADD frigate frigate/
+ADD migrations migrations/
+
+COPY --from=web /opt/frigate/build web/
+
+COPY docker/rootfs/ /
+
+# s6-overlay
+RUN S6_ARCH="${TARGETARCH}" \
+    && if [ "${TARGETARCH}" = "amd64" ]; then S6_ARCH="amd64"; fi \
+    && if [ "${TARGETARCH}" = "arm64" ]; then S6_ARCH="aarch64"; fi \
+    && wget -O /tmp/s6-overlay-installer "https://github.com/just-containers/s6-overlay/releases/download/v2.2.0.3/s6-overlay-${S6_ARCH}-installer" \
+    && chmod +x /tmp/s6-overlay-installer && /tmp/s6-overlay-installer /
+# && wget -O - "https://github.com/just-containers/s6-overlay/releases/download/v${S6_OVERLAY_VERSION}/s6-overlay-noarch-${S6_OVERLAY_VERSION}.tar.xz" \
+# | tar -C / -Jxpf - \
+# && wget -O - "https://github.com/just-containers/s6-overlay/releases/download/v${S6_OVERLAY_VERSION}/s6-overlay-${S6_ARCH}-${S6_OVERLAY_VERSION}.tar.xz" \
+# | tar -C / -Jxpf -
+
+EXPOSE 5000
+EXPOSE 1935
+
+ENTRYPOINT ["/init"]
+
+CMD ["python3", "-u", "-m", "frigate"]
diff --git a/docs/docs/contributing.md b/docs/docs/contributing.md
index a818000b4..16e0ce71e 100644
--- a/docs/docs/contributing.md
+++ b/docs/docs/contributing.md
@@ -90,6 +90,20 @@ VSCode will start the docker compose file for you and open a terminal window con
 
 After closing VSCode, you may still have containers running. To close everything down, just run `docker-compose down -v` to cleanup all containers.
 
+### Testing
+
+#### FFMPEG Hardware Acceleration
+
+The following commands are used inside the container to ensure hardware acceleration is working properly.
+
+**Raspberry Pi (64bit)**
+
+This should show <50% CPU in top, and ~80% CPU without `-c:v h264_v4l2m2m`.
+
+```shell
+ffmpeg -c:v h264_v4l2m2m -re -stream_loop -1 -i https://streams.videolan.org/ffmpeg/incoming/720p60.mp4 -f rawvideo -pix_fmt yuv420p pipe: > /dev/null
+```
+
 ## Web Interface
 
 ### Prerequisites