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opencv

Created 12 months agoDiff never expires

170 lines

# ffmpeg - http://ffmpeg.org/download.html

# From https://trac.ffmpeg.org/wiki/CompilationGuide/Ubuntu

# ffmpeg docker - https://hub.docker.com/r/jrottenberg/ffmpeg/

# opencv docker - https://github.com/Valian/docker-python-opencv-ffmpeg and https://github.com/Borda/docker_python-opencv-ffmpeg/blob/master/gpu/Dockerfile

# Ubuntu 22.04

FROM ghcr.io/minostauros/cuda-ffmpeg-docker:6.1-cu118

FROM ghcr.io/minostauros/cuda-ffmpeg-docker:6.1-cu121

WORKDIR /

# Install OpenCV

ARG PYTHON_VERSION=3.10

ARG OPENCV_VERSION=4.9.0

# 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 DEBCONF_NONINTERACTIVE_SEEN=true

ENV TZ=Asia/Seoul

# Install all dependencies for OpenCV

RUN 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 \

libtbb12 \

gfortran \

apt-utils \

pkg-config \

checkinstall \

qtbase5-dev qt5-qmake \

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 \ # installed with ffmpeg in base image

libtiff5-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 && \

wget https://bootstrap.pypa.io/get-pip.py --progress=bar:force:noscroll --no-check-certificate && \

python${PYTHON_VERSION} get-pip.py && \

rm get-pip.py && \

pip${PYTHON_VERSION} install numpy && \

# Get OpenCV

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_CUDA=ON \

-D WITH_LAPACK=ON \

#-D WITH_HPX=ON \

-D CUDA_TOOLKIT_ROOT_DIR=/usr/local/cuda \

-D CMAKE_LIBRARY_PATH=/usr/local/cuda/lib64/stubs \

# https://kezunlin.me/post/6580691f

# https://stackoverflow.com/questions/28010399/build-opencv-with-cuda-support

# https://en.wikipedia.org/wiki/CUDA#GPUs_supported

# https://docs.nvidia.com/cuda/cuda-c-programming-guide/index.html#features-and-technical-specifications

-D CUDA_ARCH_BIN="3.5 3.7 5.0 5.2 6.0 6.1 7.0 7.5 8.0 8.6 8.7 8.9 9.0" \

-D CUDA_ARCH_BIN="5.0 5.2 6.0 6.1 7.0 7.5 8.0 8.6 8.7 8.9 9.0" \

-D CUDA_ARCH_PTX="" \

-D WITH_CUBLAS=ON \

-D WITH_NVCUVID=ON \

-D ENABLE_FAST_MATH=0 \

-D CUDA_FAST_MATH=0 \

-D ENABLE_PRECOMPILED_HEADERS=OFF \

.. && \

# Build, Test and Install

cd /opencv/build && \

make -j$(nproc) && \

make install && \

ldconfig && \

# cleaning

apt-get -y remove \

unzip \

gfortran \

apt-utils \

checkinstall \

libopenblas-dev \

liblapack-dev \

libatlas-base-dev \

#libgtk-3-dev \

libavcodec-dev \

libavformat-dev \

libavutil-dev \

libswscale-dev \

libjpeg8-dev \

#libpng-dev \

#libtiff5-dev \

libxine2-dev \

libgstreamer1.0-dev \

libgstreamer-plugins-base1.0-dev \

libglew-dev \

libpostproc-dev \

libeigen3-dev \

libtbb-dev \

&& \

apt-get autoremove -y && \

apt-get clean && \

rm -rf /opencv /opencv_contrib /var/lib/apt/lists/* && \

# https://stackoverflow.com/a/68897099 Qt5Core.so.5 error workaround (cause is not known, error does not occurs on every machine)

strip --remove-section=.note.ABI-tag /usr/lib/x86_64-linux-gnu/libQt5Core.so.5 && \

# 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

CMD ["/bin/bash"]

ENV LD_LIBRARY_PATH="$LD_LIBRARY_PATH:/usr/local/lib" \

PYTHONPATH="$PYTHONPATH:/usr/lib/python${PYTHON_VERSION}/site-packages:/usr/local/lib/python${PYTHON_VERSION}/site-packages"

WORKDIR /workspace

Diff salvati

Testo originale

Apri file

# ffmpeg - http://ffmpeg.org/download.html
#
# From https://trac.ffmpeg.org/wiki/CompilationGuide/Ubuntu
#
# ffmpeg docker - https://hub.docker.com/r/jrottenberg/ffmpeg/
#
# opencv docker - https://github.com/Valian/docker-python-opencv-ffmpeg and https://github.com/Borda/docker_python-opencv-ffmpeg/blob/master/gpu/Dockerfile

# Ubuntu 22.04
FROM    ghcr.io/minostauros/cuda-ffmpeg-docker:6.1-cu118

WORKDIR /

# Install OpenCV
ARG PYTHON_VERSION=3.10
ARG OPENCV_VERSION=4.9.0

# 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 DEBCONF_NONINTERACTIVE_SEEN=true
ENV TZ=Asia/Seoul

# Install all dependencies for OpenCV
RUN 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 \
        libtbb12 \
        gfortran \
        apt-utils \
        pkg-config \
        checkinstall \
        qtbase5-dev qt5-qmake \
        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 \ # installed with ffmpeg in base image
        libtiff5-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 && \
    wget https://bootstrap.pypa.io/get-pip.py --progress=bar:force:noscroll --no-check-certificate && \
    python${PYTHON_VERSION} get-pip.py && \
    rm get-pip.py && \
    pip${PYTHON_VERSION} install numpy && \
# Get OpenCV
    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_CUDA=ON \
      -D WITH_LAPACK=ON \
      #-D WITH_HPX=ON \
      -D CUDA_TOOLKIT_ROOT_DIR=/usr/local/cuda \
      -D CMAKE_LIBRARY_PATH=/usr/local/cuda/lib64/stubs \
      # https://kezunlin.me/post/6580691f
      # https://stackoverflow.com/questions/28010399/build-opencv-with-cuda-support
      # https://en.wikipedia.org/wiki/CUDA#GPUs_supported
      # https://docs.nvidia.com/cuda/cuda-c-programming-guide/index.html#features-and-technical-specifications
      -D CUDA_ARCH_BIN="3.5 3.7 5.0 5.2 6.0 6.1 7.0 7.5 8.0 8.6 8.7 8.9 9.0" \
      -D CUDA_ARCH_PTX="" \
      -D WITH_CUBLAS=ON \
      -D WITH_NVCUVID=ON \
      -D ENABLE_FAST_MATH=0 \
      -D CUDA_FAST_MATH=0 \
      -D ENABLE_PRECOMPILED_HEADERS=OFF \
      .. && \
# Build, Test and Install
    cd /opencv/build && \
    make -j$(nproc) && \
    make install && \
    ldconfig && \
# cleaning
   apt-get -y remove \
        unzip \
        gfortran \
        apt-utils \
        checkinstall \
        libopenblas-dev \
        liblapack-dev \
        libatlas-base-dev \
        #libgtk-3-dev \
        libavcodec-dev \
        libavformat-dev \
        libavutil-dev \
        libswscale-dev \
        libjpeg8-dev \
        #libpng-dev \
        #libtiff5-dev \
        libxine2-dev \
        libgstreamer1.0-dev \
        libgstreamer-plugins-base1.0-dev \
        libglew-dev \
        libpostproc-dev \
        libeigen3-dev \
        libtbb-dev \
    && \
    apt-get autoremove -y && \
    apt-get clean && \
    rm -rf /opencv /opencv_contrib /var/lib/apt/lists/* && \
# https://stackoverflow.com/a/68897099 Qt5Core.so.5 error workaround (cause is not known, error does not occurs on every machine)
    strip --remove-section=.note.ABI-tag /usr/lib/x86_64-linux-gnu/libQt5Core.so.5 && \
# Set the default python and install PIP packages
    update-alternatives --install /usr/bin/python${PYTHON_VERSION%%.*} python${PYTHON_VERSION%%.*} /usr/bin/python${PYTHON_VERSION} 1 && \
    update-alternatives --install /usr/bin/python python /usr/bin/python${PYTHON_VERSION} 1

CMD  ["/bin/bash"]
ENV  LD_LIBRARY_PATH="$LD_LIBRARY_PATH:/usr/local/lib" \
     PYTHONPATH="$PYTHONPATH:/usr/lib/python${PYTHON_VERSION}/site-packages:/usr/local/lib/python${PYTHON_VERSION}/site-packages"
WORKDIR /workspace

Testo modificato

Apri file

# Ubuntu 22.04
FROM    ghcr.io/minostauros/cuda-ffmpeg-docker:6.1-cu121

WORKDIR /

# Install OpenCV
ARG PYTHON_VERSION=3.10
ARG OPENCV_VERSION=4.9.0

# Install all dependencies for OpenCV
RUN 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 \
        libtbb12 \
        gfortran \
        apt-utils \
        pkg-config \
        checkinstall \
        qtbase5-dev qt5-qmake \
        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 \ # installed with ffmpeg in base image
        libtiff5-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 && \
    wget https://bootstrap.pypa.io/get-pip.py --progress=bar:force:noscroll --no-check-certificate && \
    python${PYTHON_VERSION} get-pip.py && \
    rm get-pip.py && \
    pip${PYTHON_VERSION} install numpy && \
# Get OpenCV
    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_CUDA=ON \
      -D WITH_LAPACK=ON \
      #-D WITH_HPX=ON \
      -D CUDA_TOOLKIT_ROOT_DIR=/usr/local/cuda \
      -D CMAKE_LIBRARY_PATH=/usr/local/cuda/lib64/stubs \
      # https://kezunlin.me/post/6580691f
      # https://stackoverflow.com/questions/28010399/build-opencv-with-cuda-support
      # https://en.wikipedia.org/wiki/CUDA#GPUs_supported
      # https://docs.nvidia.com/cuda/cuda-c-programming-guide/index.html#features-and-technical-specifications
      -D CUDA_ARCH_BIN="5.0 5.2 6.0 6.1 7.0 7.5 8.0 8.6 8.7 8.9 9.0" \
      -D CUDA_ARCH_PTX="" \
      -D WITH_CUBLAS=ON \
      -D WITH_NVCUVID=ON \
      -D ENABLE_FAST_MATH=0 \
      -D CUDA_FAST_MATH=0 \
      -D ENABLE_PRECOMPILED_HEADERS=OFF \
      .. && \
# Build, Test and Install
    cd /opencv/build && \
    make -j$(nproc) && \
    make install && \
    ldconfig && \
# cleaning
   apt-get -y remove \
        unzip \
        gfortran \
        apt-utils \
        checkinstall \
        libopenblas-dev \
        liblapack-dev \
        libatlas-base-dev \
        #libgtk-3-dev \
        libavcodec-dev \
        libavformat-dev \
        libavutil-dev \
        libswscale-dev \
        libjpeg8-dev \
        #libpng-dev \
        #libtiff5-dev \
        libxine2-dev \
        libgstreamer1.0-dev \
        libgstreamer-plugins-base1.0-dev \
        libglew-dev \
        libpostproc-dev \
        libeigen3-dev \
        libtbb-dev \
    && \
    apt-get autoremove -y && \
    apt-get clean && \
    rm -rf /opencv /opencv_contrib /var/lib/apt/lists/* && \
# https://stackoverflow.com/a/68897099 Qt5Core.so.5 error workaround (cause is not known, error does not occurs on every machine)
    strip --remove-section=.note.ABI-tag /usr/lib/x86_64-linux-gnu/libQt5Core.so.5 && \
# Set the default python and install PIP packages
    update-alternatives --install /usr/bin/python${PYTHON_VERSION%%.*} python${PYTHON_VERSION%%.*} /usr/bin/python${PYTHON_VERSION} 1 && \
    update-alternatives --install /usr/bin/python python /usr/bin/python${PYTHON_VERSION} 1

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