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Dockerfile.cpu
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Dockerfile.cpu
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FROM ubuntu:20.04
MAINTAINER "Ammar Yasir Niach email:[email protected]"
ARG PYTHON_VERSION=3.8
ARG OPENCV_VERSION=4.5.0
# Needed for string substitution
SHELL ["/bin/bash", "-c"]
# https://techoverflow.net/2019/05/18/how-to-fix-configuring-tzdata-interactive-input-when-building-docker-images/
ENV DEBIAN_FRONTEND=noninteractive
ENV TZ=Europe/London
COPY cpu_requirements.txt ./
# add sources for older pythons
RUN apt-get update && \
apt-get install -y --no-install-recommends software-properties-common && \
add-apt-repository ppa:deadsnakes/ppa && \
# Install all dependencies for OpenCV
apt-get -y update -qq --fix-missing && \
apt-get -y install --no-install-recommends \
python${PYTHON_VERSION} \
python${PYTHON_VERSION}-dev \
$( [ ${PYTHON_VERSION%%.*} -ge 3 ] && echo "python${PYTHON_VERSION%%.*}-distutils" ) \
wget \
unzip \
cmake \
ffmpeg \
libtbb2 \
gfortran \
apt-utils \
pkg-config \
checkinstall \
qt5-default \
build-essential \
libopenblas-base \
libopenblas-dev \
liblapack-dev \
libatlas-base-dev \
#libgtk-3-dev \
#libavcodec58 \
libavcodec-dev \
#libavformat58 \
libavformat-dev \
libavutil-dev \
#libswscale5 \
libswscale-dev \
libjpeg8-dev \
libpng-dev \
libtiff5-dev \
#libdc1394-22 \
libdc1394-22-dev \
libxine2-dev \
libv4l-dev \
libgstreamer1.0 \
libgstreamer1.0-dev \
libgstreamer-plugins-base1.0-0 \
libgstreamer-plugins-base1.0-dev \
libglew-dev \
libpostproc-dev \
libeigen3-dev \
libtbb-dev \
zlib1g-dev \
libsm6 \
libxext6 \
libxrender1
# install python dependencies
# sysctl -w net.ipv4.ip_forward=1 && \
RUN wget https://bootstrap.pypa.io/get-pip.py --progress=bar:force:noscroll && \
python${PYTHON_VERSION} get-pip.py && \
rm get-pip.py && \
pip${PYTHON_VERSION} install numpy==1.19.4 \
pandas==1.1.5 \
scikit-learn==0.23.2\
matplotlib==3.3.3 \
seaborn==0.11.1 \
pyyaml==5.3.1 \
#h5py==3.1.0\
tensorflow==2.4.0\
keras==2.4.3 \
mxnet \
chainer \
theano==1.0.5 \
jupyterlab \
nltk==3.5
EXPOSE 8888
# Opening port for Tensorboard
EXPOSE 6006
## install pytoch
RUN pip${PYTHON_VERSION} install torch==1.7.1+cpu torchvision==0.8.2+cpu torchaudio==0.7.2 -f https://download.pytorch.org/whl/torch_stable.html
#Java
#
# Install JDK (Java Development Kit), which includes JRE (Java Runtime
# Environment). Or, if you just want to run Java apps, you can install
# JRE only using: apt install default-jre
RUN apt-get install -y --no-install-recommends default-jdk
# Install OpenCV
RUN wget https://github.com/opencv/opencv/archive/$OPENCV_VERSION.zip -O opencv.zip --progress=bar:force:noscroll && \
unzip -q opencv.zip && \
mv /opencv-$OPENCV_VERSION /opencv && \
rm opencv.zip && \
wget https://github.com/opencv/opencv_contrib/archive/$OPENCV_VERSION.zip -O opencv_contrib.zip --progress=bar:force:noscroll && \
unzip -q opencv_contrib.zip && \
mv /opencv_contrib-$OPENCV_VERSION /opencv_contrib && \
rm opencv_contrib.zip && \
# Prepare build
mkdir /opencv/build && \
cd /opencv/build && \
cmake \
-D CMAKE_BUILD_TYPE=RELEASE \
-D BUILD_PYTHON_SUPPORT=ON \
-D BUILD_DOCS=ON \
-D BUILD_PERF_TESTS=OFF \
-D BUILD_TESTS=OFF \
-D CMAKE_INSTALL_PREFIX=/usr/local \
-D OPENCV_EXTRA_MODULES_PATH=/opencv_contrib/modules \
-D BUILD_opencv_python3=$( [ ${PYTHON_VERSION%%.*} -ge 3 ] && echo "ON" || echo "OFF" ) \
-D BUILD_opencv_python2=$( [ ${PYTHON_VERSION%%.*} -lt 3 ] && echo "ON" || echo "OFF" ) \
-D PYTHON${PYTHON_VERSION%%.*}_EXECUTABLE=$(which python${PYTHON_VERSION}) \
-D PYTHON_DEFAULT_EXECUTABLE=$(which python${PYTHON_VERSION}) \
-D BUILD_EXAMPLES=OFF \
-D WITH_IPP=OFF \
-D WITH_FFMPEG=ON \
-D WITH_GSTREAMER=ON \
-D WITH_V4L=ON \
-D WITH_LIBV4L=ON \
-D WITH_TBB=ON \
-D WITH_QT=ON \
-D WITH_OPENGL=ON \
-D WITH_LAPACK=ON \
#-D WITH_HPX=ON \
-D ENABLE_PRECOMPILED_HEADERS=OFF \
.. \
&& \
# Build, Test and Install
cd /opencv/build && \
make -j$(nproc) && \
make install && \
ldconfig && \
# cleaning
apt-get -y remove \
unzip \
cmake \
gfortran \
apt-utils \
pkg-config \
checkinstall \
build-essential \
libopenblas-dev \
liblapack-dev \
libatlas-base-dev \
#libgtk-3-dev \
libavcodec-dev \
libavformat-dev \
libavutil-dev \
libswscale-dev \
libjpeg8-dev \
libpng12-dev \
libtiff5-dev \
libdc1394-22-dev \
libxine2-dev \
libv4l-dev \
libgstreamer1.0-dev \
libgstreamer-plugins-base1.0-dev \
libglew-dev \
libpostproc-dev \
libeigen3-dev \
libtbb-dev \
zlib1g-dev \
&& \
### cleanup
apt-get autoremove -y && \
apt-get clean && \
rm -rf /var/lib/apt/lists/* /tmp/* ~/* && \
rm -rf /opencv /opencv_contrib /var/lib/apt/lists/* && \
# Set the default python and install PIP packages
update-alternatives --install /usr/bin/python${PYTHON_VERSION%%.*} python${PYTHON_VERSION%%.*} /usr/bin/python${PYTHON_VERSION} 1 && \
update-alternatives --install /usr/bin/python python /usr/bin/python${PYTHON_VERSION} 1 && \
# Call default command.
ffmpeg -version && \
#ldd `which ffmpeg` && \
python --version && \
python -c "import cv2 ; print(cv2.__version__)"
WORKDIR "/root/"
#ENTRYPOINT ["/bin/bash"]
CMD ["jupyter","notebook","--port=8888","--ip=0.0.0.0","--allow-root","--no-browser"]