ubuntu-编译安装支持CUDA的OpenCV

冷不防 2023-02-17 01:16 108阅读 0赞

终端运行

cmake-gui

配置源码

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3d4Y2R6aGFuZ3Bpbmc_size_16_color_FFFFFF_t_70][]

点击"configure"按钮，会显示很多配置项：

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3d4Y2R6aGFuZ3Bpbmc_size_16_color_FFFFFF_t_70 1][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3d4Y2R6aGFuZ3Bpbmc_size_16_color_FFFFFF_t_70 2][]

对于以上出现的错误项，事先下载好，配置再.cache文件夹下即可，

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3d4Y2R6aGFuZ3Bpbmc_size_16_color_FFFFFF_t_70 3][]

同时事先下载好opencv的第三方库extra。继续点击“configure”按钮：

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3d4Y2R6aGFuZ3Bpbmc_size_16_color_FFFFFF_t_70 4][]

如果需要Python编译，就修改一些Python编译的选项。

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3d4Y2R6aGFuZ3Bpbmc_size_16_color_FFFFFF_t_70 5][]

以上红色信息是由OPENVB\_GENERATE\_STATUS该选项勾选造成的，可以去掉，也可以忽略。可以勾选掉java等选项，继续点击"configure",

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3d4Y2R6aGFuZ3Bpbmc_size_16_color_FFFFFF_t_70 6][]

可以配置OpenCV的Python编译环境、安装路径 prefix等，点击”configure“按钮，

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3d4Y2R6aGFuZ3Bpbmc_size_16_color_FFFFFF_t_70 7][]

直到需要的选项，没有出现红色的行为止：

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3d4Y2R6aGFuZ3Bpbmc_size_16_color_FFFFFF_t_70 8][]

然后点击 "Generate"按钮，即可。

这时候进入build路径，启动终端，点击”make“,

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3d4Y2R6aGFuZ3Bpbmc_size_16_color_FFFFFF_t_70 9][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3d4Y2R6aGFuZ3Bpbmc_size_16_color_FFFFFF_t_70 10][]

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编译过程中，有可能会出现以下错误：

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3d4Y2R6aGFuZ3Bpbmc_size_16_color_FFFFFF_t_70 12][]

这是因为在编译过程中，有可能环境变量没有配置完成：

![20200611082948151.png][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3d4Y2R6aGFuZ3Bpbmc_size_16_color_FFFFFF_t_70 13][]

配置环境变量的方法有两种，

一种是在/etc/profile文件中，配置LD\_LIBRARY\_PATH的值。

/usr/local/cuda-10.1/lib64:
    /usr/local/opencv/lib:
    /lib/x86_64-linux-gnu:
    /usr/lib/x86_64-linux-gnu:
    /home/pytorch/anaconda3/lib:

特别要注意/lib/x86\_64-linux-gnu 和 /usr/lib/x86\_64-linux-gnu，

如果需要python编译，而环境是由Anaconda环境搭建，那么一定要配置/home/pytorch/anaconda3/lib

一种是配置/etc/ld.so.conf，然后利用命令 ldconfig，将其缓存到/etc/ld.so.cache中去。

记录一些细节：

1：出现的红色提示信息，可以通过去掉 OPENCV\_GENERATE\_SETUPVARS的勾选框，默认是勾选的，

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3d4Y2R6aGFuZ3Bpbmc_size_16_color_FFFFFF_t_70 14][]

去掉勾选框即可：

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3d4Y2R6aGFuZ3Bpbmc_size_16_color_FFFFFF_t_70 15][]

2：有必要生成 OPENVB\_GENERATE\_PKGCONFIG，这样就可以使用PKG\_CONFIG命令了，勾选此选项：

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3d4Y2R6aGFuZ3Bpbmc_size_16_color_FFFFFF_t_70 16][]

3：出现了一下错误：

/home/pytorch/anaconda3/lib/libpng16.so.16: undefined reference to `inflateValidate@ZLIB_1.2.9'
    collect2: error: ld returned 1 exit status
    modules/world/CMakeFiles/opencv_perf_superres.dir/build.make:124: recipe for target 'bin/opencv_perf_superres' failed
    make[2]: *** [bin/opencv_perf_superres] Error 1
    CMakeFiles/Makefile2:2744: recipe for target 'modules/world/CMakeFiles/opencv_perf_superres.dir/all' failed
    make[1]: *** [modules/world/CMakeFiles/opencv_perf_superres.dir/all] Error 2
    Makefile:160: recipe for target 'all' failed
    make: *** [all] Error 2
    (base) pytorch@pytorch-MS-7C22:~/Gram/softWare/opencv-4.3.0-build$ pip install --upgrade libpng
    Collecting libpng
      ERROR: Could not find a version that satisfies the requirement libpng (from versions: none)
    ERROR: No matching distribution found for libpng
    (base) pytorch@pytorch-MS-7C22:~/Gram/softWare/opencv-4.3.0-build$ pip install libpng
    Collecting libpng
      ERROR: Could not find a version that satisfies the requirement libpng (from versions: none)
    ERROR: No matching distribution found for libpng
    (base) pytorch@pytorch-MS-7C22:~/Gram/softWare/opencv-4.3.0-build$ pip install l(base) pytorch@pytorch-MS-7C22:~/Gram/softWare/opencv-4.3.0-build$ sudo apt-get install libpng16-16
    [sudo] password for pytorch: 
    Reading package lists... Done
    Building dependency tree       
    Reading state information... Done
    The following packages were automatically installed and are no longer required:
      fonts-mathjax javascript-common libboost-python1.58.0 libboost-thread1.58.0
      libcublas7.5 libcudart7.5 libcufft7.5 libcufftw7.5 libcuinj64-7.5
      libcurand7.5 libcusolver7.5 libcusparse7.5 libjs-jquery libjs-mathjax
      libjs-sphinxdoc libjs-underscore liblapack3 libnppc7.5 libnppi7.5 libnpps7.5
      libnvblas7.5 libnvrtc7.5 libnvtoolsext1 libnvvm3 libthrust-dev libvdpau-dev
      nvidia-cuda-doc nvidia-cuda-gdb nvidia-opencl-dev nvidia-profiler
      nvidia-visual-profiler opencl-headers python-pycuda-doc python3-appdirs
      python3-decorator python3-numpy python3-pytools
    Use 'sudo apt autoremove' to remove them.
    The following NEW packages will be installed:
      libpng16-16
    0 upgraded, 1 newly installed, 0 to remove and 1 not upgraded.
    Need to get 172 kB of archives.
    After this operation, 415 kB of additional disk space will be used.
    Get:1 http://cn.archive.ubuntu.com/ubuntu xenial/universe amd64 libpng16-16 amd64 1.6.20-2 [172 kB]
    Fetched 172 kB in 1s (100 kB/s)                        
    Selecting previously unselected package libpng16-16:amd64.
    (Reading database ... 251701 files and directories currently installed.)
    Preparing to unpack .../libpng16-16_1.6.20-2_amd64.deb ...
    Unpacking libpng16-16:amd64 (1.6.20-2) ...
    Processing triggers for libc-bin (2.23-0ubuntu11) ...
    /sbin/ldconfig.real: /usr/local/cuda-10.1/targets/x86_64-linux/lib/libcudnn.so.7 is not a symbolic link
    
    Processing triggers for doc-base (0.10.7) ...
    Processing 1 added doc-base file...
    Setting up libpng16-16:amd64 (1.6.20-2) ...
    Processing triggers for libc-bin (2.23-0ubuntu11) ...
    /sbin/ldconfig.real: /usr/local/cuda-10.1/targets/x86_64-linux/lib/libcudnn.so.7 is not a symbolic link

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解决方法：

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3d4Y2R6aGFuZ3Bpbmc_size_16_color_FFFFFF_t_70 18][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3d4Y2R6aGFuZ3Bpbmc_size_16_color_FFFFFF_t_70 19][]

在终端输入

sudo apt-get install libpng16-16

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3d4Y2R6aGFuZ3Bpbmc_size_16_color_FFFFFF_t_70 20][]

重新进行

make

然后顺利编译通过

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3d4Y2R6aGFuZ3Bpbmc_size_16_color_FFFFFF_t_70 21][]

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