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Through the provision of a data-driven and impartial method of judging races, machine vision plays a vital role in horse race betting analysis. Machine vision systems can examine enormous amounts of race-related video footage and extract useful data about horse performance, jockey strategy, and track circumstances using advanced image processing. By using this technology, bettors may spot patterns and trends that the human eye might overlook, enabling them to make better-informed wagers.