Dockerfile

# Dockerfile with tensorflow gpu support on python3, opencv3.3
FROM tensorflow/tensorflow:1.15.2-py3
MAINTAINER Tanase Cosmin Romeo <tanasecosminromeo@gmail.com>

# Core linux dependencies. 
RUN echo "deb http://security.ubuntu.com/ubuntu xenial-security main" >> /etc/apt/sources.list

RUN apt-get update

RUN apt-get install -y \
        build-essential \
        cmake \
        git \
        wget \
        unzip \
        yasm \
        pkg-config \
        libswscale-dev \
        libtbb2 \
        libtbb-dev \
        libjpeg-dev \
        libpng-dev \
        libtiff-dev \
        libjasper-dev \
        libavformat-dev \
        libhdf5-dev \
        libpq-dev

# Python dependencies
RUN pip3 --no-cache-dir install \
    numpy \
    hdf5storage \
    h5py \
    scipy \
    py3nvml \
    --upgrade pip

WORKDIR /
ENV OPENCV_VERSION="3.4.10"
RUN wget https://github.com/opencv/opencv/archive/${OPENCV_VERSION}.zip \
&& unzip ${OPENCV_VERSION}.zip \
&& mkdir /opencv-${OPENCV_VERSION}/cmake_binary \
&& cd /opencv-${OPENCV_VERSION}/cmake_binary \
&& cmake -DBUILD_TIFF=ON \
  -DBUILD_opencv_java=OFF \
  -DWITH_CUDA=OFF \
  -DENABLE_AVX=ON \
  -DWITH_OPENGL=ON \
  -DWITH_OPENCL=ON \
  -DWITH_IPP=ON \
  -DWITH_TBB=ON \
  -DWITH_EIGEN=ON \
  -DWITH_V4L=ON \
  -DBUILD_TESTS=OFF \
  -DBUILD_PERF_TESTS=OFF \
  -DCMAKE_BUILD_TYPE=RELEASE \
  -DCMAKE_INSTALL_PREFIX=$(python3 -c "import sys; print(sys.prefix)") \
  -DPYTHON_EXECUTABLE=$(which python3) \
  -DPYTHON_INCLUDE_DIR=$(python3 -c "from distutils.sysconfig import get_python_inc; print(get_python_inc())") \
  -DPYTHON_PACKAGES_PATH=$(python3 -c "from distutils.sysconfig import get_python_lib; print(get_python_lib())") .. \
&& make install \
&& rm /${OPENCV_VERSION}.zip \
&& rm -r /opencv-${OPENCV_VERSION}

RUN pip3 install SimpleWebSocketServer redis matplotlib pillow psutil
RUN apt-get install redis-server -y

WORKDIR /code
CMD bash -c 'redis-server &>> /code/var/logs/redis.log'