Dockerfile

FROM python:3.7.0-slim

RUN apt-get update && \
        apt-get install -y \
        build-essential \
        cmake \
        git \
        wget \
        unzip \
        yasm \
        pkg-config \
        libswscale-dev \
        libtbb2 \
        libtbb-dev \
        libjpeg-dev \
        libpng-dev \
        libtiff-dev \
        libavformat-dev \
        libpq-dev \
        libgtk2.0-dev \
        ffmpeg \
        x264

WORKDIR /
ENV OPENCV_VERSION="3.4.2"
RUN wget https://github.com/opencv/opencv/archive/${OPENCV_VERSION}.zip \
    && unzip ${OPENCV_VERSION}.zip \
    && mkdir /opencv-${OPENCV_VERSION}/cmake_binary \
    && cd /opencv-${OPENCV_VERSION}/cmake_binary \
    && cmake -DBUILD_TIFF=ON \
      -DBUILD_opencv_java=OFF \
      -DWITH_CUDA=OFF \
      -DENABLE_AVX=ON \
      -DWITH_OPENGL=ON \
      -DWITH_OPENCL=ON \
      -DWITH_GTK=ON \
      -DWITH_IPP=ON \
      -DWITH_TBB=ON \
      -DWITH_EIGEN=ON \
      -DWITH_V4L=ON \
      -DWITH_FFMPEG=ON \
      -DBUILD_TESTS=OFF \
      -DBUILD_PERF_TESTS=OFF \
      -DCMAKE_BUILD_TYPE=RELEASE \
      -DCMAKE_INSTALL_PREFIX=$(python -c "import sys; print(sys.prefix)") \
      -DPYTHON_EXECUTABLE=$(which python) \
      -DPYTHON_INCLUDE_DIR=$(python -c "from distutils.sysconfig import get_python_inc; print(get_python_inc())") \
      -DPYTHON_PACKAGES_PATH=$(python -c "from distutils.sysconfig import get_python_lib; print(get_python_lib())") .. \
    && make install \
    && rm /${OPENCV_VERSION}.zip \
    && rm -r /opencv-${OPENCV_VERSION}

RUN pip install numpy matplotlib jupyterlab