Improved effectiveness of faulty part detection before their fitting into printed circuit boards. The imperfect detection of incorrect grasping of spare parts by a mounting head caused their wrongful placement on the printed circuit board. That led to a wrongfully or completely non-functioning board.
Such board had to be later adjusted in a special way, which meant extra production costs for the customer. At the same time, excessively many correct parts were evaluated as faulty. By improving the recognition algorithms of the producer, we managed to decrease the incidence of the abovementioned problems by more than 200%.