mirror of
https://github.com/blakeblackshear/frigate.git
synced 2024-11-21 19:07:46 +01:00
54 lines
1.8 KiB
Docker
54 lines
1.8 KiB
Docker
FROM debian:stretch-slim
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LABEL maintainer "blakeb@blakeshome.com"
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ENV DEBIAN_FRONTEND=noninteractive
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# Install packages for apt repo
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RUN apt -qq update && apt -qq install --no-install-recommends -y \
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apt-transport-https ca-certificates \
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gnupg wget \
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ffmpeg \
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python3 \
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python3-pip \
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python3-dev \
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python3-numpy \
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# python-prctl
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build-essential libcap-dev \
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# pillow-simd
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# zlib1g-dev libjpeg-dev \
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# VAAPI drivers for Intel hardware accel
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i965-va-driver vainfo \
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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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&& wget -q -O - https://packages.cloud.google.com/apt/doc/apt-key.gpg | apt-key add - \
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&& apt -qq update \
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&& echo "libedgetpu1-max libedgetpu/accepted-eula boolean true" | debconf-set-selections \
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&& apt -qq install --no-install-recommends -y \
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libedgetpu1-max \
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python3-edgetpu \
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&& rm -rf /var/lib/apt/lists/* \
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&& (apt-get autoremove -y; apt-get autoclean -y)
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# needs to be installed before others
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RUN pip3 install -U wheel setuptools
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RUN pip3 install -U \
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opencv-python-headless \
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python-prctl \
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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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scipy
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# symlink the model and labels
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RUN wget -q https://github.com/google-coral/edgetpu/raw/master/test_data/mobilenet_ssd_v2_coco_quant_postprocess_edgetpu.tflite -O mobilenet_ssd_v2_coco_quant_postprocess_edgetpu.tflite --trust-server-names
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RUN wget -q https://dl.google.com/coral/canned_models/coco_labels.txt -O coco_labels.txt --trust-server-names
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RUN ln -s mobilenet_ssd_v2_coco_quant_postprocess_edgetpu.tflite /frozen_inference_graph.pb
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RUN ln -s /coco_labels.txt /label_map.pbtext
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WORKDIR /opt/frigate/
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ADD frigate frigate/
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COPY detect_objects.py .
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COPY benchmark.py .
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CMD ["python3", "-u", "detect_objects.py"]
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