Introduction: clever parking sensors working with dual-manner detection and cloud integration accomplish nearly 99% accuracy, improving urban parking efficiency and lowering congestion in advanced city environments. on https://swiott.com/info-detail/the-role-of-smart-parking-sensors-for-car-management-in-urban-areas