# syntax=docker/dockerfile:1.2 # https://askubuntu.com/questions/972516/debian-frontend-environment-variable ARG DEBIAN_FRONTEND=noninteractive FROM debian:11 AS base FROM --platform=linux/amd64 debian:11 AS base_amd64 FROM debian:11-slim AS slim-base FROM slim-base AS wget ARG DEBIAN_FRONTEND RUN apt-get update \ && apt-get install -y wget xz-utils \ && rm -rf /var/lib/apt/lists/* WORKDIR /rootfs FROM base AS nginx ARG DEBIAN_FRONTEND ENV CCACHE_DIR /root/.ccache ENV CCACHE_MAXSIZE 2G # bind /var/cache/apt to tmpfs to speed up nginx build RUN --mount=type=tmpfs,target=/tmp --mount=type=tmpfs,target=/var/cache/apt \ --mount=type=bind,source=docker/build_nginx.sh,target=/deps/build_nginx.sh \ --mount=type=cache,target=/root/.ccache \ /deps/build_nginx.sh FROM wget AS go2rtc ARG TARGETARCH WORKDIR /rootfs/usr/local/go2rtc/bin RUN wget -qO go2rtc "https://github.com/AlexxIT/go2rtc/releases/download/v1.5.0/go2rtc_linux_${TARGETARCH}" \ && chmod +x go2rtc #### # # OpenVino Support # # 1. Download and convert a model from Intel's Public Open Model Zoo # 2. Build libUSB without udev to handle NCS2 enumeration # #### # Download and Convert OpenVino model FROM base_amd64 AS ov-converter ARG DEBIAN_FRONTEND # Install OpenVino Runtime and Dev library COPY requirements-ov.txt /requirements-ov.txt RUN apt-get -qq update \ && apt-get -qq install -y wget python3 python3-distutils \ && wget -q https://bootstrap.pypa.io/get-pip.py -O get-pip.py \ && python3 get-pip.py "pip" \ && pip install -r /requirements-ov.txt # Get OpenVino Model RUN mkdir /models \ && cd /models && omz_downloader --name ssdlite_mobilenet_v2 \ && cd /models && omz_converter --name ssdlite_mobilenet_v2 --precision FP16 # libUSB - No Udev FROM wget as libusb-build ARG TARGETARCH ARG DEBIAN_FRONTEND ENV CCACHE_DIR /root/.ccache ENV CCACHE_MAXSIZE 2G # Build libUSB without udev. Needed for Openvino NCS2 support WORKDIR /opt RUN apt-get update && apt-get install -y unzip build-essential automake libtool ccache RUN --mount=type=cache,target=/root/.ccache wget -q https://github.com/libusb/libusb/archive/v1.0.25.zip -O v1.0.25.zip && \ unzip v1.0.25.zip && cd libusb-1.0.25 && \ ./bootstrap.sh && \ ./configure CC='ccache gcc' CCX='ccache g++' --disable-udev --enable-shared && \ make -j $(nproc --all) RUN apt-get update && \ apt-get install -y --no-install-recommends libusb-1.0-0-dev && \ rm -rf /var/lib/apt/lists/* WORKDIR /opt/libusb-1.0.25/libusb RUN /bin/mkdir -p '/usr/local/lib' && \ /bin/bash ../libtool --mode=install /usr/bin/install -c libusb-1.0.la '/usr/local/lib' && \ /bin/mkdir -p '/usr/local/include/libusb-1.0' && \ /usr/bin/install -c -m 644 libusb.h '/usr/local/include/libusb-1.0' && \ /bin/mkdir -p '/usr/local/lib/pkgconfig' && \ cd /opt/libusb-1.0.25/ && \ /usr/bin/install -c -m 644 libusb-1.0.pc '/usr/local/lib/pkgconfig' && \ ldconfig FROM wget AS models # Get model and labels RUN wget -qO edgetpu_model.tflite https://github.com/google-coral/test_data/raw/release-frogfish/ssdlite_mobiledet_coco_qat_postprocess_edgetpu.tflite RUN wget -qO cpu_model.tflite https://github.com/google-coral/test_data/raw/release-frogfish/ssdlite_mobiledet_coco_qat_postprocess.tflite COPY labelmap.txt . # Copy OpenVino model COPY --from=ov-converter /models/public/ssdlite_mobilenet_v2/FP16 openvino-model RUN wget -q https://github.com/openvinotoolkit/open_model_zoo/raw/master/data/dataset_classes/coco_91cl_bkgr.txt -O openvino-model/coco_91cl_bkgr.txt && \ sed -i 's/truck/car/g' openvino-model/coco_91cl_bkgr.txt # Get Audio Model and labels RUN wget -qO cpu_audio_model.tflite https://tfhub.dev/google/lite-model/yamnet/classification/tflite/1?lite-format=tflite COPY audio-labelmap.txt . FROM wget AS s6-overlay ARG TARGETARCH RUN --mount=type=bind,source=docker/install_s6_overlay.sh,target=/deps/install_s6_overlay.sh \ /deps/install_s6_overlay.sh FROM base AS wheels ARG DEBIAN_FRONTEND ARG TARGETARCH # 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 \ && apt-key adv --keyserver keyserver.ubuntu.com --recv-keys 9165938D90FDDD2E \ && echo "deb http://raspbian.raspberrypi.org/raspbian/ bullseye main contrib non-free rpi" | 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 \ # faster-fifo dependencies g++ cython3 && \ rm -rf /var/lib/apt/lists/* RUN wget -q https://bootstrap.pypa.io/get-pip.py -O get-pip.py \ && python3 get-pip.py "pip" COPY requirements.txt /requirements.txt RUN pip3 install -r requirements.txt COPY requirements-wheels.txt /requirements-wheels.txt RUN pip3 wheel --wheel-dir=/wheels -r requirements-wheels.txt # Make this a separate target so it can be built/cached optionally FROM wheels as trt-wheels ARG DEBIAN_FRONTEND ARG TARGETARCH # Add TensorRT wheels to another folder COPY requirements-tensorrt.txt /requirements-tensorrt.txt RUN mkdir -p /trt-wheels && pip3 wheel --wheel-dir=/trt-wheels -r requirements-tensorrt.txt # Collect deps in a single layer FROM scratch AS deps-rootfs COPY --from=nginx /usr/local/nginx/ /usr/local/nginx/ COPY --from=go2rtc /rootfs/ / COPY --from=libusb-build /usr/local/lib /usr/local/lib COPY --from=s6-overlay /rootfs/ / COPY --from=models /rootfs/ / COPY docker/rootfs/ / # Frigate deps (ffmpeg, python, nginx, go2rtc, s6-overlay, etc) FROM slim-base AS deps ARG TARGETARCH ARG DEBIAN_FRONTEND # http://stackoverflow.com/questions/48162574/ddg#49462622 ARG APT_KEY_DONT_WARN_ON_DANGEROUS_USAGE=DontWarn # https://github.com/NVIDIA/nvidia-docker/wiki/Installation-(Native-GPU-Support) ENV NVIDIA_VISIBLE_DEVICES=all ENV NVIDIA_DRIVER_CAPABILITIES="compute,video,utility" ENV PATH="/usr/lib/btbn-ffmpeg/bin:/usr/local/go2rtc/bin:/usr/local/nginx/sbin:${PATH}" # Install dependencies RUN --mount=type=bind,source=docker/install_deps.sh,target=/deps/install_deps.sh \ /deps/install_deps.sh RUN --mount=type=bind,from=wheels,source=/wheels,target=/deps/wheels \ pip3 install -U /deps/wheels/*.whl COPY --from=deps-rootfs / / RUN ldconfig EXPOSE 5000 EXPOSE 1935 EXPOSE 8554 EXPOSE 8555/tcp 8555/udp # Configure logging to prepend timestamps, log to stdout, keep 0 archives and rotate on 10MB ENV S6_LOGGING_SCRIPT="T 1 n0 s10000000 T" ENTRYPOINT ["/init"] CMD [] # Frigate deps with Node.js and NPM for devcontainer FROM deps AS devcontainer # Do not start the actual Frigate service on devcontainer as it will be started by VSCode # But start a fake service for simulating the logs COPY docker/fake_frigate_run /etc/s6-overlay/s6-rc.d/frigate/run # Create symbolic link to the frigate source code, as go2rtc's create_config.sh uses it RUN mkdir -p /opt/frigate \ && ln -svf /workspace/frigate/frigate /opt/frigate/frigate # Install Node 16 RUN apt-get update \ && apt-get install wget -y \ && wget -qO- https://deb.nodesource.com/setup_16.x | bash - \ && apt-get install -y nodejs \ && rm -rf /var/lib/apt/lists/* \ && npm install -g npm@9 WORKDIR /workspace/frigate RUN apt-get update \ && apt-get install make -y \ && rm -rf /var/lib/apt/lists/* RUN --mount=type=bind,source=./requirements-dev.txt,target=/workspace/frigate/requirements-dev.txt \ pip3 install -r requirements-dev.txt CMD ["sleep", "infinity"] # Frigate web build # This should be architecture agnostic, so speed up the build on multiarch by not using QEMU. FROM --platform=$BUILDPLATFORM node:16 AS web-build WORKDIR /work COPY web/package.json web/package-lock.json ./ RUN npm install COPY web/ ./ RUN npm run build \ && mv dist/BASE_PATH/monacoeditorwork/* dist/assets/ \ && rm -rf dist/BASE_PATH # Collect final files in a single layer FROM scratch AS rootfs WORKDIR /opt/frigate/ COPY frigate frigate/ COPY migrations migrations/ COPY --from=web-build /work/dist/ web/ # Frigate final container FROM deps AS frigate WORKDIR /opt/frigate/ COPY --from=rootfs / / # Build TensorRT-specific library FROM nvcr.io/nvidia/tensorrt:23.03-py3 AS trt-deps RUN --mount=type=bind,source=docker/support/tensorrt_detector/tensorrt_libyolo.sh,target=/tensorrt_libyolo.sh \ /tensorrt_libyolo.sh # Frigate w/ TensorRT Support as separate image FROM frigate AS frigate-tensorrt #Disable S6 Global timeout ENV S6_CMD_WAIT_FOR_SERVICES_MAXTIME=0 ENV TRT_VER=8.5.3 ENV YOLO_MODELS="yolov7-tiny-416" COPY --from=trt-deps /usr/local/lib/libyolo_layer.so /usr/local/lib/libyolo_layer.so COPY --from=trt-deps /usr/local/src/tensorrt_demos /usr/local/src/tensorrt_demos COPY docker/support/tensorrt_detector/rootfs/ / RUN --mount=type=bind,from=trt-wheels,source=/trt-wheels,target=/deps/trt-wheels \ pip3 install -U /deps/trt-wheels/*.whl && \ ldconfig # Dev Container w/ TRT FROM devcontainer AS devcontainer-trt COPY --from=trt-deps /usr/local/lib/libyolo_layer.so /usr/local/lib/libyolo_layer.so COPY --from=trt-deps /usr/local/src/tensorrt_demos /usr/local/src/tensorrt_demos COPY docker/support/tensorrt_detector/rootfs/ / COPY --from=trt-deps /usr/local/lib/libyolo_layer.so /usr/local/lib/libyolo_layer.so RUN --mount=type=bind,from=trt-wheels,source=/trt-wheels,target=/deps/trt-wheels \ pip3 install -U /deps/trt-wheels/*.whl