<p>Road safety is a critical concern for both drivers and pedestrians alike. With the advancement of technology, the automotive industry has seen significant developments in the form of Advanced Driver Assistance Systems (ADAS). These systems play a vital role in enhancing safety on the roads by providing drivers with added support and alerts to prevent accidents. However, traditional ADAS syste