In recent years, the automotive industry has witnessed significant advancements in vehicle safety technologies, with Advanced Driver Assistance Systems, or ADAS, leading the charge. These systems are designed to enhance vehicle safety by providing features such as collision warnings, lane-keeping assistance, and adaptive cruise control. However, the implementation and calibration