Modern cities experience a growing challenge with parking congestion. To mitigate this issue, smart parking management systems are increasingly utilized. These systems leverage sensors to provide real-time data on parking availability, guiding drivers to open spaces and reducing unnecessary searching. A key component of smart parking is automated a