When I use yum, it installs opencv 3.2.0. But I specifically need opencv 2.4.13.
With Anaconda, there is a conda-forge package of opencv but installing that cv2.VideoCapture() api fails.
Also when I am trying to install through tar file of opencv 2.4.13, I am stuck in cmake, getting below errors -
sys/videoio.h not found
libavcodec not found
........
Also cmake is giving bizzare scripting errors. Please help.
Anaconda does not have opencv 2.4.13 compiled with ffmpeg, so if you want to use VideoCapture then opencv needs to be compiled. Descriptive list of steps I followed (strictly for fedora users):
Remove previous opencv
sudo yum remove opencv
Install Python 2.7
sudo yum install python2.7
*Please use your python 2.7 package name.
Installation of ffmpeg
Download tarball from their site and extract it. https://www.ffmpeg.org/download.html
tar -xvf ffmpeg-3.3.0.tar.gz
cd ffmpeg-3.3.0
./configure --prefix=/usr/local --enable-gpl --enable-swscale --enable-shared --enable-postproc --enable-avfilter-lavf
*remove option --enable-avfilter-lavf if it gives error.
sudo make
sudo make install
Installation of OpenCV 2.4.13
Below packages will solve sys/videoio.h error:
sudo dnf install pjproject-devel.x86_64 2.4.5-8.fc26 ptlib-devel.x86_64 2.10.10-16.fc24 pjproject.x86_64 2.4.5-8.fc26 ptlib.x86_64 2.10.10-16.fc24
Then install these packages:
sudo yum install libpng-devel libjpeg-turbo-devel jasper-devel openexr-devel libtiff-devel libwebp-devel libdc1394-devel libv4l-devel gstreamer-plugins-base-devel gtk2-devel tbb-devel eigen3-devel gstreamer1-libav gstreamer1-plugins-base-devel java-1.8.0-openjdk-devel.x86_64 python2-numpy.x86_64 ffmpeg-devel.x86_64 ffmpeg-libs.i686 ffmpeg.x86_64 libavdevice.i686 libpng-devel libjpeg-turbo-devel jasper-devel openexr-devel libtiff-devel libwebp-devel libdc1394-devel libv4l-devel gstreamer-plugins-base-devel gtk2-devel tbb-devel eigen3-devel gstreamer1-libav gstreamer1-plugins-base-devel gtk+extra-devel.x86_64 gtk+-devel.i686 cmake pkg-config libgtk libavcodec libavformat libswscale swig
Download OpenCV of your choice e.g. 2.4.13 from github (select 2.4.13 from Branch -> Tags -> 2.4.13 then chose download from clone):
https://github.com/opencv/opencv
http://opencv.org/releases.html
Extract tar:
tar -xvf opencv-2.4.13.3.tar.gz
cd opencv-2.4.13.3
mkdir build; cd build;
Now cmake:
sudo cmake -D CMAKE_BUILD_TYPE=Release -D CMAKE_INSTALL_PREFIX=/usr/local -D WITH_FFMPEG=1 -D BUILD_NEW_PYTHON_SUPPORT=ON -D WITH_QT=OFF -D WITH_V4L=OFF -D CMAKE_SHARED_LINKER_FLAGS=-Wl,-Bsymbolic -DLD_LIBRARY_PATH=/usr/local/lib/ -DPYTHON_INCLUDE_DIR=$(python -c "from distutils.sysconfig import get_python_inc; print(get_python_inc())") -DPYTHON_LIBRARY=$(python -c "import distutils.sysconfig as sysconfig; print(sysconfig.get_config_var('LIBDIR'))") -DCUDA_NVCC_FLAGS="-ccbin /home/rishabh/gcc-4.9.4-x86_64/bin/gcc" -D WITH_CUDA=OFF -D BUILD_opencv_gpu=OFF -D BUILD_opencv_gpuarithm=OFF -D BUILD_opencv_gpubgsegm=OFF -D BUILD_opencv_gpucodec=OFF -D BUILD_opencv_gpufeatures2d=OFF -D BUILD_opencv_gpufilters=OFF -D BUILD_opencv_gpuimgproc=OFF -D BUILD_opencv_gpulegacy=OFF -D BUILD_opencv_gpuoptflow=OFF -D BUILD_opencv_gpustereo=OFF -D BUILD_opencv_gpuwarping=OFF -D WITH_OPENCL=OFF ..
Explanation :
Flags that include 'gpu' text are for turning off gpu compilation, if you want to compile with gpu then set them ON. But gpu will require cuda packages and a graphics card to work.
This flag can also be ignored since we are not compiling with gpu, but it also didn't hurt me keeping it.
-DCUDA_NVCC_FLAGS="-ccbin /home/rishabh/gcc-4.9.4-x86_64/bin/gcc"
If you are facing script errors in cmake then do these-
open file opencv-2.4.13.3/cmake/OpenCVPackaging.cmake
-- add this
set(OPENCV_VCSVERSION "2.4.13.3")
-- above this line
set(CPACK_PACKAGE_VERSION "${OPENCV_VCSVERSION}")
Comment out respective lines that are blocking cmake and are useless, in whatever filename is thrown out on console.
e.g. opencv-2.4.13.3/cmake/OpenCVDetectCXXCompiler.cmake
I had problem with line 80-86 so I commented it out because those variables were not doing anything else elsewhere.
After cmake is successful, proceed to make step -
sudo make
sudo make install
If you are facing any linker errors then you will have to install respective dependencies or set cmake flag to OFF if you do not intend to install those modules.
Post installation steps:
echo 'export LD_LIBRARY_PATH=/usr/local/lib/:$LD_LIBRARY_PATH' >> ~/.bashrc
source ~/.bashrc
Now add
/usr/local/lib/
to following files:
/etc/ld.so.conf
/etc/ld.so.conf.d/opencv.conf
Now run
sudo ldconfig
For Anaconda PATH variable Conflict
remove anaconda path from PATH variable and edit in ~/.bashrc also
export PATH=/usr/lib64/qt-3.3/bin:/usr/lib64/ccache:/usr/local/bin:/usr/local/sbin:/usr/bin:/usr/sbin:/opt/cuda/bin:/home/rishabh/.local/bin:/home/rishabh/bin:/opt/cuda/bin/
Now logout and login to fedora.
Execute below for Testing:
python
import cv2
cv2.__version__
video = cv2.VideoCapture("your small video.mp4")
okay, frame = video.read()
print("VideoCapture Read Success - ")
print(okay)
Output-
True - video read success
False - opencv yet not compiled properly with ffmpeg.
