Dockerfile-jupyter-master

# Stand on the shoulders of giants
FROM jupyter/minimal-notebook

LABEL maintainer="Vishwesh Ravi Shrimali <vishweshshrimali5@gmail.com>"

USER root

ENV DEBIAN_FRONTEND noninteractive

# Setup Environment Variable
ENV cvVersionChoice=2
ENV cvVersion="master"
ENV cwd="/opt"

WORKDIR $cwd

RUN apt-get update && \
	apt-get remove -y \
	x264 libx264-dev && \
	apt-get install -y \
	build-essential \
	libx11-dev \
	libboost-python-dev \
	checkinstall \
	cmake \
	pkg-config \
	yasm \
	unzip \
	git \
	gfortran \
	libjpeg8-dev \
	libpng-dev \
	software-properties-common && \
	add-apt-repository "deb http://security.ubuntu.com/ubuntu xenial-security main" && \
	apt -y update && \
	apt -y install libjasper1 && \
	apt-get -y install \
	libtiff-dev \
	libavcodec-dev \
	libavformat-dev \
	libswscale-dev \
	libdc1394-22-dev \
	libxine2-dev \
	libv4l-dev \
	vim

RUN cd /usr/include/linux && \
	ln -s -f ../libv4l1-videodev.h videodev.h && \
	cd $cwd

RUN apt-get install -y \
	libgstreamer1.0-dev \
	libgstreamer-plugins-base1.0-dev \
	libgtk2.0-dev \
	libtbb-dev \
	qt5-default \
	libatlas-base-dev \
	libfaac-dev \
	libmp3lame-dev \
	libtheora-dev \
	libvorbis-dev \
	libxvidcore-dev \
	libopencore-amrnb-dev \
	libopencore-amrwb-dev \
	libavresample-dev \
	x264 \
	v4l-utils \
	libprotobuf-dev \
	protobuf-compiler \
	libgoogle-glog-dev \
	libgflags-dev \
	libgphoto2-dev \
	libeigen3-dev \
	libhdf5-dev \
	doxygen

USER $NB_UID

RUN	$CONDA_DIR/bin/pip install nbgitpuller && \
	conda install -y xeus-cling notebook -c QuantStack -c conda-forge && \
	conda create -y -f -n OpenCV-"$cvVersion"-py2 python=2.7 anaconda && \
	conda install -y -n OpenCV-"$cvVersion"-py2 numpy scipy matplotlib scikit-image scikit-learn ipython ipykernel && \
	conda create -y -f -n OpenCV-"$cvVersion"-py3 python=3.6 anaconda && \
	conda install -y -n OpenCV-"$cvVersion"-py3 numpy scipy matplotlib scikit-image scikit-learn ipython ipykernel

USER root

#RUN	conda install -y xeus-cling notebook -c QuantStack -c conda-forge

RUN	/bin/bash -c "source $CONDA_DIR/bin/activate OpenCV-\"$cvVersion\"-py2 && \
	python -m ipykernel install --name OpenCV-\"$cvVersion\"-py2 && \
	source $CONDA_DIR/bin/activate OpenCV-\"$cvVersion\"-py3 && \
	python -m ipykernel install --name OpenCV-\"$cvVersion\"-py3 && \
	jupyter serverextension enable --py nbgitpuller --sys-prefix"

#RUN 	chown $NB_UID $CONDA_DIR

USER $NB_UID

RUN	fix-permissions $CONDA_DIR && \
	fix-permissions /home/$NB_USER

USER root

WORKDIR $cwd

RUN git clone https://github.com/opencv/opencv.git && \
	cd opencv && \
	git checkout $cvVersion && \
	cd ..

RUN git clone https://github.com/opencv/opencv_contrib.git && \
	cd opencv_contrib && \
	git checkout $cvVersion && \
	cd ..

WORKDIR $CONDA_DIR/envs/

RUN mkdir OpenCV-"$cvVersion"-py2/opencv_include && \
	cp -r OpenCV-"$cvVersion"-py2/include/* OpenCV-"$cvVersion"-py2/opencv_include && \
	cp -r OpenCV-"$cvVersion"-py2/opencv_include/python2.7/* OpenCV-"$cvVersion"-py2/opencv_include && \
	mkdir OpenCV-"$cvVersion"-py3/opencv_include && \
	cp -r OpenCV-"$cvVersion"-py3/include/* OpenCV-"$cvVersion"-py3/opencv_include && \
	cp -r OpenCV-"$cvVersion"-py3/opencv_include/python3.6m/* OpenCV-"$cvVersion"-py3/opencv_include

WORKDIR $cwd

RUN cd opencv && \
	mkdir build && \
	cd build && \
	cmake -DCMAKE_BUILD_TYPE=RELEASE \
	-DCMAKE_INSTALL_PREFIX=/usr/local \
	-DINSTALL_C_EXAMPLES=ON \
	-DWITH_TBB=ON \
	-DWITH_V4L=ON \
	-DWITH_QT=ON \
	-DWITH_OPENGL=ON \
	-DOPENCV_EXTRA_MODULES_PATH=../../opencv_contrib/modules \
	-DPYTHON2_EXECUTABLE=$CONDA_DIR/envs/OpenCV-"$cvVersion"-py2/bin/python \
	-DPYTHON2_INCLUDE_DIR=$CONDA_DIR/envs/OpenCV-"$cvVersion"-py2/opencv_include \
	-DPYTHON2_LIBRARY=$CONDA_DIR/envs/OpenCV-"$cvVersion"-py2/lib/libpython2.7.so \
	-DPYTHON2_NUMPY_INCLUDE_DIRS=$CONDA_DIR/envs/OpenCV-"$cvVersion"-py2/lib/python2.7/site-packages/numpy/core/include \
	-DPYTHON2_PACKAGES=$CONDA_DIR/envs/OpenCV-"$cvVersion"-py2/lib/python2.7/site-packages \
	-DPYTHON3_EXECUTABLE=$CONDA_DIR/envs/OpenCV-"$cvVersion"-py3/bin/python \
	-DPYTHON3_INCLUDE_DIR=$CONDA_DIR/envs/OpenCV-"$cvVersion"-py3/opencv_include \
	-DPYTHON3_LIBRARY=$CONDA_DIR/envs/OpenCV-"$cvVersion"-py3/lib/libpython3.6m.so \
	-DPYTHON3_NUMPY_INCLUDE_DIRS=$CONDA_DIR/envs/OpenCV-"$cvVersion"-py3/lib/python3.6/site-packages/numpy/core/include \
	-DPYTHON3_PACKAGES_PATH=$CONDA_DIR/envs/OpenCV-"$cvVersion"-py3/lib/python3.6/site-packages .. && \
	make -j4 && make install && \
	cd ..

RUN /bin/sh -c 'echo "/usr/local/lib" >> /etc/ld.so.conf.d/opencv.conf'
RUN ldconfig

RUN /bin/sh -c 'py2binPath=$(find /usr/local/lib/ -type f -name "cv2.so") && \
	py3binPath=$(find /usr/local/lib/ -type f -name "cv2.cpython*.so") && \
	cd /opt/conda/envs/OpenCV-$cvVersion-py2/lib/python2.7/site-packages && \
	ln -f -s $py2binPath cv2.so && \
	cd /opt/conda/envs/OpenCV-$cvVersion-py3/lib/python3.6/site-packages && \
	ln -f -s $py3binPath cv2.so'

WORKDIR $cwd

# Install dlib

RUN 	wget http://dlib.net/files/dlib-19.15.tar.bz2 && \
	tar xvf dlib-19.15.tar.bz2 && \
	cd dlib-19.15 && \
	mkdir build && \
	cd build && \
	cmake .. && \
	make && \
	#cmake --build . --config Release && \
	make install && \
	ldconfig && \
	cd ..

WORKDIR $cwd/dlib-19.15

RUN	/bin/bash -c "source $CONDA_DIR/bin/activate OpenCV-\"$cvVersion\"-py2 && \
	python $cwd/dlib-19.15/setup.py install && \
	rm -rf $cwd/dlib-19.15/dist && \
	rm -rf $cwd/dlib-19.15/tools/python/build && \
	#rm $cwd/dlib-19.15/python_examples/dlib.so && \
	source $CONDA_DIR/bin/activate OpenCV-\"$cvVersion\"-py3 && \
	python $cwd/dlib-19.15/setup.py install && \
	rm -rf $cwd/dlib-19.15/dist && \
	rm -rf $cwd/dlib-19.15/tools/python/build"

WORKDIR $cwd

ENV PATH $CONDA_DIR/bin:$PATH

USER root

#RUN	chown $NB_USER $CONDA_DIR
RUN     chown $NB_USER:$NB_GID $CONDA_DIR

RUN rm /opt/conda/envs/OpenCV-"$cvVersion"-py3/lib/libfontconfig.so.1 && \
	rm /opt/conda/envs/OpenCV-"$cvVersion"-py2/lib/libfontconfig.so.1

USER $NB_UID

WORKDIR $HOME

ENV DEBIAN_FRONTEND teletype