Introduction: clever parking sensors using twin-mode detection and cloud integration attain practically 99% precision, enhancing city parking performance and minimizing congestion in complicated town environments. with https://swiott.com/info-detail/the-role-of-smart-parking-sensors-for-car-management-in-urban-areas