In an era where road safety and vehicle intelligence are paramount, Advanced Driver Assistance Systems (ADAS) have transitioned from optional add-ons to staple features in modern vehicles. These technologies not only reduce accidents and save lives but also pave the way toward greater automation bridging the gap between traditional driving and future autonomous mobility. Today,...