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This video tutorial on tracking algorithms in OpenCV discusses how tracking works and how to track objects in a video file or live feeds. The tutorial focuses on using the centroid tracking algorithm to continuously track the coordinates of a person in the frame by feeding the coordinates to the tracker and calculating the distance between current and previous coordinates. The concepts can be applied to track any object in a video file or live video feeds.