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you'll probably have to build from src (see 4.)

Official repositories through apt-get install only contain old and outdated OpenCV versions. Since you are on Ubuntu and installing OpenCV there from scratch is fairly simple, you'll probably have to build OpenCV3.1 from src and enable python bindings (see 4.)4.).