blakeblackshear.frigate/Dockerfile
2020-06-02 05:25:02 -05:00

66 lines
2.6 KiB
Docker
Executable File

FROM ubuntu:18.04
LABEL maintainer "blakeb@blakeshome.com"
ENV DEBIAN_FRONTEND=noninteractive
# Install packages for apt repo
RUN apt -qq update && apt -qq install --no-install-recommends -y \
software-properties-common \
# apt-transport-https ca-certificates \
build-essential \
gnupg wget unzip \
# libcap-dev \
&& add-apt-repository ppa:deadsnakes/ppa -y \
&& apt -qq install --no-install-recommends -y \
python3.7 \
python3.7-dev \
python3-pip \
ffmpeg \
# VAAPI drivers for Intel hardware accel
libva-drm2 libva2 i965-va-driver vainfo \
&& python3.7 -m pip install -U wheel setuptools \
&& python3.7 -m pip install -U \
opencv-python-headless \
# python-prctl \
numpy \
imutils \
scipy \
&& python3.7 -m pip install -U \
Flask \
paho-mqtt \
PyYAML \
matplotlib \
pyarrow \
&& echo "deb https://packages.cloud.google.com/apt coral-edgetpu-stable main" > /etc/apt/sources.list.d/coral-edgetpu.list \
&& wget -q -O - https://packages.cloud.google.com/apt/doc/apt-key.gpg | apt-key add - \
&& apt -qq update \
&& echo "libedgetpu1-max libedgetpu/accepted-eula boolean true" | debconf-set-selections \
&& apt -qq install --no-install-recommends -y \
libedgetpu1-max \
## Tensorflow lite (python 3.7 only)
&& wget -q https://dl.google.com/coral/python/tflite_runtime-2.1.0.post1-cp37-cp37m-linux_x86_64.whl \
&& python3.7 -m pip install tflite_runtime-2.1.0.post1-cp37-cp37m-linux_x86_64.whl \
&& rm tflite_runtime-2.1.0.post1-cp37-cp37m-linux_x86_64.whl \
&& rm -rf /var/lib/apt/lists/* \
&& (apt-get autoremove -y; apt-get autoclean -y)
# get model and labels
RUN wget -q https://github.com/google-coral/edgetpu/raw/master/test_data/mobilenet_ssd_v2_coco_quant_postprocess_edgetpu.tflite -O /edgetpu_model.tflite --trust-server-names
RUN wget -q https://dl.google.com/coral/canned_models/coco_labels.txt -O /labelmap.txt --trust-server-names
RUN wget -q https://storage.googleapis.com/download.tensorflow.org/models/tflite/coco_ssd_mobilenet_v1_1.0_quant_2018_06_29.zip -O /cpu_model.zip && \
unzip /cpu_model.zip detect.tflite -d / && \
mv /detect.tflite /cpu_model.tflite && \
rm /cpu_model.zip
RUN apt -qq update && apt -qq install --no-install-recommends -y \
gdb \
python3.7-dbg \
&& rm -rf /var/lib/apt/lists/* \
&& (apt-get autoremove -y; apt-get autoclean -y)
WORKDIR /opt/frigate/
ADD frigate frigate/
COPY detect_objects.py .
COPY benchmark.py .
CMD ["python3.7", "-u", "detect_objects.py"]