Vehicle Recognition uses AI to identify and track vehicles by type, make, and license plate, ensuring secure and efficient traffic management. It’s widely used for toll collection, parking access, and law enforcement. Cities employ it to monitor traffic violations, flag stolen vehicles, or track suspect movements across regions. For example, a smart city system fines red-light violations in real-time, enhancing road safety. In corporate campuses, it ensures only authorized vehicles enter restricted zones. Adaptable to harsh conditions, it integrates with traffic signals and surveillance networks for seamless operations.