It is sufficient to train the correct parts or pieces in order to detect known and unknown defects. The system also has to tolerate small differences that however are not real defects. SmartCam needs for that only one single parameter to take the correct decision.
Every contact is fixed in the relay by a spring.
It is necessary in order to guarantee a functionality without any error that every contact is held by exactly one spring positioned correctly. The challenge of this assignment was the torsion of the springs just in normal and correct state. Two falsely twisted springs 3. For example different classes with an arbitrary amount of objects can be trained. E. g. very different training patterns can be put together in one class.