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please refer to the opencv 3 docs , not the old 2.4 ones. api changed a bit wrt. Features2d
you will need the opencv_contrib repo for this (please take care to look at the readme there for instructions) ; and you will need to update your main opencv repo to latest version (3.1.0 atm), since both repos are tightly coupled.
