The time has long passed when the discovery of a human face caused many astonishment. Nowadays, this information is available to everyone thanks to modern image processing technologies. However, many people are still afraid of photographs of faces. One of the reasons is a strong fear of the unknown, as well as the fear of becoming a victim of discrimination from society.