The performance qualification (PQ) or analogously to the validation, a fully automated inspection system in the 100% visual inspection, is carried out by comparing humans and machines. The intention is to show that machine inspections are not worse than human ones. But what number of test samples in PQ/validation of a fully automated (100%) visual inspection is required for a valid comparison?