Introduction: intelligent parking sensors making use of twin-mode detection and cloud integration achieve approximately ninety nine% accuracy, enhancing urban parking efficiency and decreasing congestion in https://swiott.com/info-detail/the-role-of-smart-parking-sensors-for-car-management-in-urban-areas