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  • ubuntu opencv带CUDA安装

    官方给定的必备安装包

    • build-essential (12.1ubuntu2)
    • cmake (3.5.1-1ubuntu3)
    • git (1:2.7.4-0ubuntu1.1)
    • libgtk2.0-dev (2.24.30-1ubuntu1.16.04.1)
    • pkg-config (0.29.1-0ubuntu1)
    • libavcodec-dev : (7:2.8.11-0ubuntu0.16.04.1)
    • libavformat-dev (7:2.8.11-0ubuntu0.16.04.1)
    • libswscale-dev(7:2.8.11-0ubuntu0.16.04.1)

    cuda install

    • wget cuda8网址
    • sudo sh xxxxrun 安装库(注意:已安装nvidia驱动了不要再选择安装Nvidia Graphic Driver那项,其他都可以yes或默认)。
    • ffmpeg 安装

    安装其他依赖库

    • 官方必须包:sudo apt-get install build-essential cmake git libgtk2.0-dev pkg-config libavcodec-dev libavformat-dev libswscale-dev

    • 官方建议包:sudo apt-get install python-dev python-numpy libtbb2 libtbb-dev libjpeg-dev libpng-dev libtiff-dev libjasper-dev libdc1394-22-dev

    • OPENGL支持包:sudo apt-get install freeglut3-dev mesa-common-dev libgtkglext1 libgtkglext1-dev

    • 视频解码支持包:sudo apt-get install checkinstall yasm libgstreamer0.10-dev libgstreamer-plugins-base0.10-dev libv4l-dev libtbb-dev libqt4-dev libgtk2.0-dev libmp3lame-dev libtheora-dev libvorbis-dev libxvidcore-dev x264 v4l-utils

    opencv 编译安装

    cmake 
        -D CMAKE_BUILD_TYPE=DEBUG 
        -D CMAKE_INSTALL_PREFIX=/usr/local/opencv2 
        -D WITH_CUDA=ON 
        -D WITH_CUBLAS=ON 
        -D CUDA_FAST_MATH=ON 
        -D WITH_CUFFT=ON 
        -D WITH_NVCUVID=ON 
        -D WITH_V4L=ON 
        -D WITH_LIBV4L=ON 
        -D WITH_OPENGL=ON 
        -D WITH_FFMPEG=ON 
        -D INSTALL_C_EXAMPLES=ON 
        -D BUILD_EXAMPLES=ON 
        .. 
    

    如果一切正常,则得到如下配置信息:

    --     Linker flags (Release):
    --     Linker flags (Debug):
    --     ccache:                      NO
    --     Precompiled headers:         YES
    -- 
    --   OpenCV modules:
    --     To be built:                 core flann imgproc highgui features2d calib3d ml video legacy objdetect photo gpu ocl nonfree contrib python stitching superres ts videostab
    --     Disabled:                    world
    --     Disabled by dependency:      -
    --     Unavailable:                 androidcamera dynamicuda java viz
    -- 
    --   GUI: 
    --     QT:                          NO
    --     GTK+ 2.x:                    YES (ver 2.24.30)
    --     GThread :                    YES (ver 2.48.2)
    --     GtkGlExt:                    YES (ver 1.2.0)
    --     OpenGL support:              YES (/usr/lib/x86_64-linux-gnu/libGLU.so /usr/lib/x86_64-linux-gnu/libGL.so)
    --     VTK support:                 NO
    -- 
    --   Media I/O: 
    --     ZLib:                        /usr/lib/x86_64-linux-gnu/libz.so (ver 1.2.8)
    --     JPEG:                        /usr/lib/x86_64-linux-gnu/libjpeg.so (ver )
    --     PNG:                         /usr/lib/x86_64-linux-gnu/libpng.so (ver 1.2.54)
    --     TIFF:                        /usr/lib/x86_64-linux-gnu/libtiff.so (ver 42 - 4.0.6)
    --     JPEG 2000:                   /usr/lib/x86_64-linux-gnu/libjasper.so (ver 1.900.1)
    --     OpenEXR:                     /usr/lib/x86_64-linux-gnu/libImath.so /usr/lib/x86_64-linux-gnu/libIlmImf.so /usr/lib/x86_64-linux-gnu/libIex.so /usr/lib/x86_64-linux-gnu/libHalf.so /usr/lib/x86_64-linux-gnu/libIlmThread.so (ver 2.2.0)
    -- 
    --   Video I/O:
    --     DC1394 1.x:                  NO
    --     DC1394 2.x:                  YES (ver 2.2.4)
    --     FFMPEG:                      YES
    --       avcodec:                   YES (ver 56.60.100)
    --       avformat:                  YES (ver 56.40.101)
    --       avutil:                    YES (ver 54.31.100)
    --       swscale:                   YES (ver 3.1.101)
    --       avresample:                NO
    --     GStreamer:                   
    --       base:                      YES (ver 0.10.36)
    --       video:                     YES (ver 0.10.36)
    --       app:                       YES (ver 0.10.36)
    --       riff:                      YES (ver 0.10.36)
    --       pbutils:                   YES (ver 0.10.36)
    --     OpenNI:                      NO
    --     OpenNI PrimeSensor Modules:  NO
    --     PvAPI:                       NO
    --     GigEVisionSDK:               NO
    --     UniCap:                      NO
    --     UniCap ucil:                 NO
    --     V4L/V4L2:                    Using libv4l1 (ver 1.10.0) / libv4l2 (ver 1.10.0)
    --     XIMEA:                       NO
    --     Xine:                        NO
    -- 
    --   Other third-party libraries:
    --     Use IPP:                     NO
    --     Use Eigen:                   NO
    --     Use TBB:                     NO
    --     Use OpenMP:                  NO
    --     Use GCD                      NO
    --     Use Concurrency              NO
    --     Use C=:                      NO
    --     Use Cuda:                    YES (ver 8.0)
    --     Use OpenCL:                  YES
    -- 
    --   NVIDIA CUDA
    --     Use CUFFT:                   YES
    --     Use CUBLAS:                  YES
    --     USE NVCUVID:                 YES
    --     NVIDIA GPU arch:             20 21 30 35
    --     NVIDIA PTX archs:            30
    --     Use fast math:               YES
    --     Tiny gpu module:             NO
    -- 
    --   OpenCL:
    --     Version:                     dynamic
    --     Include path:                /home/dutoeserver/OpenCV/opencv_git/3rdparty/include/opencl/1.2
    --     Use AMD FFT:                 NO
    --     Use AMD BLAS:                NO
    -- 
    --   Python:
    --     Interpreter:                 /usr/bin/python2 (ver 2.7.12)
    --     Libraries:                   /usr/lib/x86_64-linux-gnu/libpython2.7.so (ver 2.7.12)
    --     numpy:                       /usr/lib/python2.7/dist-packages/numpy/core/include (ver 1.11.0)
    --     packages path:               lib/python2.7/dist-packages
    -- 
    --   Java:
    --     ant:                         NO
    --     JNI:                         NO
    --     Java tests:                  NO
    -- 
    --   Documentation:
    --     Build Documentation:         NO
    --     Sphinx:                      NO
    --     PdfLaTeX compiler:           NO
    --     Doxygen:                     NO
    -- 
    --   Tests and samples:
    --     Tests:                       YES
    --     Performance tests:           YES
    --     C/C++ Examples:              YES
    -- 
    --   Install path:                  /usr/local/opencv2
    -- 
    --   cvconfig.h is in:              /home/dutoeserver/OpenCV/opencv_git/build
    -- -----------------------------------------------------------------
    -- 
    -- Configuring done
    -- Generating done
    -- Build files have been written to: /home/dutoeserver/OpenCV/opencv_git/build
    

    然后利用make -j $(($(nproc) + 1))进行编译,利用sudo make install安装。

    可能错误

    -D WITH_NVCUVID=ON是打开libnvcuvid模块的功能,但由于cuda预置的nvidia版本和自己pc安装nvidia版本有差异,所以需要修改~/NVIDIA_CUDA_8.0/Samples/findglib.mk文件,将UBUNTU_PKG_NAME = 'nvidia-367'修改为自己机器中的nvidia驱动版本。同时,还建立软链接:

    sudo ln -s /usr/lib/nvidia-378/libnvcuvid.so /usr/lib/libnvcuvid.so
    sudo ln -s /usr/lib/nvidia-378/libnvcuvid.so.1 /usr/lib/libnvcuvid.so.1
    
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  • 原文地址:https://www.cnblogs.com/imagezy/p/7156704.html
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