<p>In today's rapidly evolving automotive landscape, Advanced Driver Assistance Systems (ADAS) have emerged as a transformative technology, heralding a new era of driving safety and convenience. As vehicles become more advanced, the deployment of ADAS features such as lane-keeping assist, automatic emergency braking, and adaptive cruise control has become increasingly common. These systems rely