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Due to significant progress in deep learning and the growing amount of data, modern computer vision (CV) is quite advanced. As smart cities continue to develop, CV plays a major role. Five current intriguing applications of CV in smart cities include its use in public transportation, construction, traffic control, law enforcement, and EMS. We can expect expanded use of CV in the future.