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Just start with opening up a command line

• Erase all opencv installations by doing sudo apt-get purge *opencv*
• Then redownload the latest OpenCV package or the one you want
• Do a configuration and a cmake and make command
• Be sure to do a make install command at the end

Now you can include the OpenCV libs by adding pkg-config opencv --libs to your linker settings.