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There are many algorithms for feature extraction, most popular of them are SURF, ORB, SIFT, BRIEF. Most of this algorithms based on image gradient. Today we will use KAZE descriptor, because it shipped in the base OpenCV library, while others are not, just to simplify installation. So let’s write our feature exctractor: