Invention and evaluation of a computer vision-based system that uses lite-weight robots to measure car gap sizes fully automatically during the assembly line operations. With a model-based tracking algorithm, we estimate the car pose on the conveyer to prevent the robots from colliding with the vehicle. Besides two created evaluation papers, the system's special features have also been legally registered with two patent filings.