mirror of
https://github.com/blakeblackshear/frigate.git
synced 2026-02-02 09:15:22 +03:00
139 lines
4.3 KiB
Docker
139 lines
4.3 KiB
Docker
ARG NGINX_VERSION
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FROM blakeblackshear/frigate-nginx-l4t:${NGINX_VERSION} as nginx
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FROM frigate-web as web
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FROM nvcr.io/nvidia/l4t-tensorrt:r8.0.1-runtime as wheels
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ENV DEBIAN_FRONTEND=noninteractive
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RUN apt-get -qq update \
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&& apt-get -qq install -y \
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python3.8-dev \
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wget \
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# opencv dependencies
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build-essential cmake git pkg-config libgtk-3-dev
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RUN apt-get -qq install -y \
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libavcodec-dev libavformat-dev libswscale-dev libv4l-dev \
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libxvidcore-dev libx264-dev libjpeg-dev libpng-dev libtiff-dev
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RUN apt-get -qq install -y \
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gfortran openexr libatlas-base-dev libssl-dev\
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libtbb2 libtbb-dev libdc1394-22-dev libopenexr-dev
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RUN apt-get -qq install -y \
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libgstreamer-plugins-base1.0-dev libgstreamer1.0-dev \
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# scipy dependencies
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gcc gfortran libopenblas-dev liblapack-dev cython
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RUN wget -q https://bootstrap.pypa.io/get-pip.py -O get-pip.py \
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&& python3 get-pip.py
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RUN pip3 install scikit-build
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RUN pip3 wheel --wheel-dir=/wheels \
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opencv-python-headless \
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numpy \
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imutils \
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scipy \
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psutil \
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Flask \
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paho-mqtt \
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PyYAML \
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matplotlib \
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click \
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setproctitle \
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peewee
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FROM nvcr.io/nvidia/l4t-tensorrt:r8.0.1-runtime
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ENV DEBIAN_FRONTEND=noninteractive
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RUN \
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apt-get update && apt-get install -y gnupg
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RUN \
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apt-key adv --fetch-key https://repo.download.nvidia.com/jetson/jetson-ota-public.asc && \
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echo "deb https://repo.download.nvidia.com/jetson/ffmpeg main main" | tee -a /etc/apt/sources.list && \
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echo "deb-src https://repo.download.nvidia.com/jetson/ffmpeg main main" | tee -a /etc/apt/sources.list && \
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apt-get -qq update && \
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apt-get -qq install ffmpeg
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COPY --from=wheels /wheels/. /wheels/
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ENV FLASK_ENV=development
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ENV DEBIAN_FRONTEND=noninteractive
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RUN apt-get -qq update \
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&& apt-get upgrade -y \
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&& apt-get -qq install --no-install-recommends -y gnupg wget unzip tzdata libxml2
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RUN wget -q https://bootstrap.pypa.io/get-pip.py -O get-pip.py \
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&& python3 get-pip.py && \
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pip3 install -U /wheels/*.whl
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RUN \
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APT_KEY_DONT_WARN_ON_DANGEROUS_USAGE=DontWarn apt-key adv --fetch-keys https://packages.cloud.google.com/apt/doc/apt-key.gpg \
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&& echo "deb https://packages.cloud.google.com/apt coral-edgetpu-stable main" > /etc/apt/sources.list.d/coral-edgetpu.list \
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&& echo "libedgetpu1-max libedgetpu/accepted-eula select true" | debconf-set-selections \
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&& apt-get -qq update
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RUN \
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apt-get -qq install --no-install-recommends -y libedgetpu1-max python3-tflite-runtime python3-pycoral \
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&& rm -rf /var/lib/apt/lists/* /wheels \
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&& (apt-get autoremove -y; apt-get autoclean -y)
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RUN pip3 install \
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peewee_migrate \
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pydantic \
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zeroconf \
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ws4py
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RUN \
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apt-get update && apt-get install -y gstreamer1.0-tools gstreamer1.0-alsa \
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gstreamer1.0-plugins-base gstreamer1.0-plugins-good \
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gstreamer1.0-plugins-bad gstreamer1.0-plugins-ugly
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RUN \
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apt-get install -y git libgstreamer1.0-dev \
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libgstreamer-plugins-base1.0-dev \
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libgstreamer-plugins-good1.0-dev \
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libgstreamer-plugins-bad1.0-dev
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ENV LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/lib/aarch64-linux-gnu/tegra
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RUN wget -q https://github.com/google-coral/test_data/raw/release-frogfish/ssdlite_mobiledet_coco_qat_postprocess_edgetpu.tflite -O /edgetpu_model.tflite
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RUN wget -q https://github.com/google-coral/test_data/raw/release-frogfish/ssdlite_mobiledet_coco_qat_postprocess.tflite -O /cpu_model.tflite
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COPY --from=nginx /usr/local/nginx/ /usr/local/nginx/
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COPY --from=web /opt/frigate/build /opt/frigate/web/
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# install TRT dependencies
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RUN apt-get update && apt-get install -y git sudo
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ADD docker/l4t/ /l4t/
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RUN /l4t/install_pycuda.sh
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# s6-overlay
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COPY docker/rootfs/ /
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ADD https://github.com/just-containers/s6-overlay/releases/download/v2.2.0.3/s6-overlay-aarch64-installer /tmp/
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RUN chmod +x /tmp/s6-overlay-aarch64-installer && /tmp/s6-overlay-aarch64-installer /
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COPY labelmap.txt /labelmap.txt
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COPY detect.tflite /detect.tflite
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# edgetpu experiments
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RUN wget -q https://github.com/Azure/Azure-AI-Camp/releases/download/v1.0/yolov4-tiny.tflite -O /yolov4-tiny.tflite
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# TRT Yolo4 Plugin
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ADD .l4t_assets /yolo4/
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EXPOSE 5000
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EXPOSE 1935
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WORKDIR /opt/frigate/
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ADD frigate frigate/
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ADD migrations migrations/
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ENTRYPOINT ["/init"]
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CMD ["python3", "-u", "-m", "frigate"]
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