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Tracking an object via OpenCV

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I am trying to track an object and mask (a CODE in this case) using OpenCV and Python. As example I am using this video: https://www.dropbox.com/s/eu01hxoxmd3ns5f/capture-3.mp4?dl=0 What I need is to keep track on the CODE without detecting other parts of the video as the code. Tracking by colour doesn't work here. Any idea for a good approach on this problem?

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