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You need to install OpenCV separately. I found https://www.learnopencv.com/install-opencv3-on-ubuntu/ to be the most complete tutorial. If you plan on using Python, be care at step 5.4. I had issues when I tried to install Python 2 version when ROS was already installed. Something about the Python path arguments. I'd just install Python 3 version.