Dockerfile

FROM tensorflow/tensorflow:latest-py3
MAINTAINER Antonio Sapuppo <antoniosapuppo@yahoo.it>

ENV DEBIAN_FRONTEND="noninteractive"

RUN apt-get update \
    && apt-get install -y \
        tzdata \
    && ln -fs /usr/share/zoneinfo/America/New_York /etc/localtime \
    && dpkg-reconfigure --frontend noninteractive tzdata

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 \
        libqt4-dev \
        qt5-default \
        nano \
        vim \
        mc \
        python3-tk \
    && rm -rf /var/lib/apt/lists/*

RUN pip install --upgrade pip
RUN pip install numpy 
RUN pip install ipython 
RUN pip install scipy 
RUN pip install jupyter 
RUN pip install moviePy 
RUN pip install imutils
RUN pip install keras 
RUN pip install matplotlib 
RUN pip install scikit-image 
RUN pip install imgaug 
RUN pip install cython 
RUN pip install pycocotools

WORKDIR /
ENV OPENCV_VERSION="4.2.0"
RUN wget https://github.com/opencv/opencv_contrib/archive/${OPENCV_VERSION}.zip \
&& unzip ${OPENCV_VERSION}.zip \
&& rm ${OPENCV_VERSION}.zip
RUN wget https://github.com/opencv/opencv/archive/${OPENCV_VERSION}.zip \
&& unzip ${OPENCV_VERSION}.zip \
&& mkdir /opencv-${OPENCV_VERSION}/cmake_binary \
&& cd /opencv-${OPENCV_VERSION}/cmake_binary \
&& cmake -DBUILD_TIFF=ON \
  -DBUILD_opencv_java=OFF \
  -DOPENCV_EXTRA_MODULES_PATH=/opencv_contrib-${OPENCV_VERSION}/modules \
  -DWITH_CUDA=OFF \
  -DWITH_OPENGL=ON \
  -DWITH_OPENCL=ON \
  -DWITH_IPP=ON \
  -DWITH_TBB=ON \
  -DWITH_EIGEN=ON \
  -DWITH_V4L=ON \
  -DWITH_QT=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} 
ENV QT_X11_NO_MITSHM=1