As vehicles continue to evolve with advanced technology, the importance of Accurate Advanced Driver Assistance Systems, or ADAS, calibration cannot be overstated. Forward-facing cameras play a crucial role in various safety features, including adaptive cruise control, lane departure warnings, and automatic emergency braking. Ensuring that these systems are properly calibrated