The automotive industry is going through a massive transformation driven by advanced safety technologies and automation. Among these advancements, the Lane Keep Assist System (LKAS) stands out as a critical component in the evolution of Advanced Driver Assistance Systems (ADAS). Designed to prevent accidental lane departures, these systems provide steering inputs or braking forces to keep...