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ROS and OpenCV are two seperate things, which in general do not interfere. So yes, everything will work on ROS.

The only problem (I can think of) that you might get is with the OpenCV version. If you install a ROS package that depends on OpenCV 3, it might be hard to use OpenCV 2.x instead (if you insist on using 2.x in your code).