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