In today's rapidly evolving automotive landscape, advanced driver assistance systems (ADAS) have become essential features in many vehicles, particularly those equipped with forward-facing cameras. These systems enhance safety by providing drivers with vital information and assistance in various driving conditions. However, for these sophisticated systems to function optimally, proper calibration