Traditional guestbook systems face challenges such as lost or damaged paper, long waiting times, and inconsistent data entries. While digital guestbooks have addressed some of these issues, repeated data entry by frequent visitors remains a problem. By implementing face recognition, visitors only need to fill in their identity during the first visit, with subsequent visits automatically recogni…