As the automotive industry increasingly embraces advanced driver-assistance systems (ADAS), the significance of precision in calibration cannot be overstated. Forward-facing cameras, an integral component of many ADAS technologies, play a crucial role in enhancing vehicle safety and functionality. These cameras enable features such as adaptive cruise control, lane-keeping assistance, and