Ubuntu16.04下安装Opencv3.2.0

it2022-05-05  119

1.下载opencv3.2.0安装包,进入官网: http://opencv.org/releases.html,选择 3.2.0 版本的 source , 下载 opencv-3.2.0.zip。

 

2.安装opencv需要的一些库,能安装的尽量都安装上:

sudo apt-get install build-essential sudo apt-get install cmake git libgtk2.0-dev pkg-config libavcodec-dev libavformat-dev libswscale-dev sudo apt-get install python-dev python-numpy libtbb2 libtbb-dev libjpeg-dev libpng-dev libtiff-dev libjasper-dev libdc1394-22-dev sudo apt-get install --assume-yes libopencv-dev libdc1394-22 libdc1394-22-dev libjpeg-dev libpng12-dev libtiff5-dev libjasper-dev libavcodec-dev libavformat-dev libswscale-dev libxine2-dev libgstreamer0.10-dev libgstreamer-plugins-base0.10-dev libv4l-dev libtbb-dev libqt4-dev libfaac-dev libmp3lame-dev libopencore-amrnb-dev libopencore-amrwb-dev libtheora-dev libvorbis-dev libxvidcore-dev x264 v4l-utils unzip sudo apt-get install ffmpeg libopencv-dev libgtk-3-dev python-numpy python3-numpy libdc1394-22 libdc1394-22-dev libjpeg-dev libpng12-dev libtiff5-dev libjasper-dev libavcodec-dev libavformat-dev libswscale-dev libxine2-dev libgstreamer1.0-dev libgstreamer-plugins-base1.0-dev libv4l-dev libtbb-dev qtbase5-dev libfaac-dev libmp3lame-dev libopencore-amrnb-dev sudo apt-get install libgtk-3-dev sudo apt-get -y install libgstreamer-plugins-base1.0-dev sudo apt-get -y install libgstreamer1.0-dev sudo apt-get -y install libavresample-dev sudo apt-get -y install libgphoto2-dev sudo apt-get install libopenblas-dev sudo apt-get install doxygen

3.将安装包放在根目录下,进行解压,再执行命令:

cd opencv-3.2.0 mkdir build cd build cmake -D CMAKE_BUILD_TYPE=RELEASE -D CMAKE_INSTALL_PREFIX=/usr/local -D CUDA_GENERATION=Kepler .. sudo make -j12

4.错误解决:

问题1:ICV: Downloading ippicv_linux_20151201.tgz下载卡住,超时

解决:手动下载:ippicv_linux_20151201.tgz

            载完后替换opencv-3.2.0/3rdparty/ippicv/downloads/linux-*目录下的同名文件,重新cmake。

问题2:出现以下错误,原因是cuda9不再支持2.0架构 CMake Error: The following variables are used in this project, but they are set to NOTFOUND. Please set them or make sure they are set and tested correctly in the CMake files: CUDA_nppi_LIBRARY (ADVANCED) linked by target "opencv_cudev" in directory D:/Cproject/opencv/opencv/sources/modules/cudev linked by target "opencv_cudev" in directory D:/Cproject/opencv/opencv/sources/modules/cudev linked by target "opencv_test_cudev" in directory D:/Cproject/opencv/opencv/sources/modules/cudev/test linked by target "opencv_core" in directory D:/Cproject/opencv/opencv/sources/modules/core linked by target "opencv_core" in directory D:/Cproject/opencv/opencv/sources/modules/core linked by target "opencv_test_core" in directory D:/Cproject/opencv/opencv/sources/modules/core linked by target "opencv_perf_core" in directory D:/Cproject/opencv/opencv/sources/modules/core linked by target "opencv_test_cudaarithm" in directory D:/Cproject/opencv/opencv/sources/modules/cudaarithm linked by target "opencv_cudaarithm" in directory D:/Cproject/opencv/opencv/sources/modules/cudaarithm linked by target "opencv_cudaarithm" in directory D:/Cproject/opencv/opencv/sources/modules/cudaarithm linked by target "opencv_perf_cudaarithm" in directory D:/Cproject/opencv/opencv/sources/modules/cudaarithm linked by target "opencv_flann" in directory D:/Cproject/opencv/opencv/sources/modules/flann linked by target "opencv_flann" in directory D:/Cproject/opencv/opencv/sources/modules/flann linked by target "opencv_test_flann" in directory D:/Cproject/opencv/opencv/sources/modules/flann . . . linked by target "opencv_traincascade" in directory D:/Cproject/opencv/opencv/sources/apps/traincascade linked by target "opencv_createsamples" in directory D:/Cproject/opencv/opencv/sources/apps/createsamples linked by target "opencv_annotation" in directory D:/Cproject/opencv/opencv/sources/apps/annotation linked by target "opencv_visualisation" in directory D:/Cproject/opencv/opencv/sources/apps/visualisation linked by target "opencv_version" in directory D:/Cproject/opencv/opencv/sources/apps/version

解决:按照以下步骤改完之后,重新cmake

1.找到/home/xxx/opencv-3.2.0/cmake下的FindCUDA.cmake文件:

将: find_cuda_helper_libs(nppi) 改为: find_cuda_helper_libs(nppial) find_cuda_helper_libs(nppicc) find_cuda_helper_libs(nppicom) find_cuda_helper_libs(nppidei) find_cuda_helper_libs(nppif) find_cuda_helper_libs(nppig) find_cuda_helper_libs(nppim) find_cuda_helper_libs(nppist) find_cuda_helper_libs(nppisu) find_cuda_helper_libs(nppitc) ---------------------------------- 将: set(CUDA_npp_LIBRARY "${CUDA_nppc_LIBRARY};${CUDA_nppi_LIBRARY};${CUDA_npps_LIBRARY}") 改为: set(CUDA_npp_LIBRARY "${CUDA_nppc_LIBRARY};${CUDA_nppial_LIBRARY};${CUDA_nppicc_LIBRARY};${CUDA_nppicom_LIBRARY};${CUDA_nppidei_LIBRARY};${CUDA_nppif_LIBRARY};${CUDA_nppig_LIBRARY};${CUDA_nppim_LIBRARY};${CUDA_nppist_LIBRARY};${CUDA_nppisu_LIBRARY};${CUDA_nppitc_LIBRARY};${CUDA_npps_LIBRARY}") --------------------------------- 将: unset(CUDA_nppi_LIBRARY CACHE) 改为: unset(CUDA_nppial_LIBRARY CACHE) unset(CUDA_nppicc_LIBRARY CACHE) unset(CUDA_nppicom_LIBRARY CACHE) unset(CUDA_nppidei_LIBRARY CACHE) unset(CUDA_nppif_LIBRARY CACHE) unset(CUDA_nppig_LIBRARY CACHE) unset(CUDA_nppim_LIBRARY CACHE) unset(CUDA_nppist_LIBRARY CACHE) unset(CUDA_nppisu_LIBRARY CACHE) unset(CUDA_nppitc_LIBRARY CACHE)

2.找到/home/xxx/opencv-3.2.0/cmake下的OpenCVDetectCUDA.cmake文件:

将: ... set(__cuda_arch_ptx "") if(CUDA_GENERATION STREQUAL "Fermi") set(__cuda_arch_bin "2.0") elseif(CUDA_GENERATION STREQUAL "Kepler") set(__cuda_arch_bin "3.0 3.5 3.7") elseif(CUDA_GENERATION STREQUAL "Maxwell") set(__cuda_arch_bin "5.0 5.2") ... 改为: ... set(__cuda_arch_ptx "") if(CUDA_GENERATION STREQUAL "Kepler") set(__cuda_arch_bin "3.0 3.5 3.7") elseif(CUDA_GENERATION STREQUAL "Maxwell") set(__cuda_arch_bin "5.0 5.2") ...

3.找到/home/xxx/opencv-3.2.0/opencv/modules/cudev/include/opencv2/cudev下的common.hpp文件:

添加:

#include <cuda_fp16.h> 问题3:fatal error: LAPACKE_H_PATH-NOTFOUND/lapacke.h: No such file or directory #include “LAPACKE_H_PATH-NOTFOUND/lapacke.h”

解决:

sudo apt-get install liblapacke-dev checkinstall

修改opencv-3.2.0/build/opencv_lapack.h:

将: #include"LAPACKE_H_PATH-NOTFOUND/lapacke.h" 改为: #include"lapacke.h" 问题4:nvcc fatal : Unsupported gpu architecture 'compute_20'

解决:

运行以下语句可以解决,[注] :..不能少:

cmake -D CMAKE_BUILD_TYPE=RELEASE -D CMAKE_INSTALL_PREFIX=/usr/local -D CUDA_GENERATION=Kepler ..

应该不会出错。

问题5:videodev.h————linux/videodev.h not found

解决:

sudo ln -s /usr/include/libv4l1-videodev.h /usr/include/linux/videodev.h

 

成功结果:

 

5.编译成功后进行安装:

sudo make install

成功结果:

6.安装完成后通过查看 opencv 版本验证是否安装成功:

pkg-config --modversion opencv

成功结果:

3.2.0

7.重新make caffe

更改Makefile.config文件中的配置

将: #OPENCV_VERSION := 3 改为: OPENCV_VERSION := 3

由于已经make过所以先执行:

sudo make clean

 在执行:

sudo make all -j12

成功后执行:

sudo make runtest -j12

其中出现了错误:

.build_release/tools/caffe: error while loading shared libraries: libopencv_core.so.3.2: cannot open shared object file: No such file or directory

解决:

先:

cat /etc/ld.so.conf

由于我没有在/etc/ld.so.conf文件中添加过什么路径,因此这里只有系统配置的路径,会有以下返回结果:

include /etc/ld.so.conf.d/*.conf

我们想要系统能够查找到我们自己的链接库,只用在这个目录下新建个自己的conf文件就行了:

sudo echo "/usr/local/lib" >> sudo /etc/ld.so.conf

或者直接添加 /usr/local/lib到/etc/ld.so.conf:

vi /etc/ld.so.conf

之后运行:

sudo ldconfig

最后一步:

sudo make runtest -j12

结果:

 

 


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