How to Build Face-Based Check-In

A face-based check-in experience can offer an optional convenience for enrolled members or attendees. It must be voluntary, transparent, and paired with an equally usable non-biometric alternative.

Design for error and choice

Obtain informed consent before enrollment, minimize stored data, test false matches and missed matches on representative users, require confirmation where appropriate, and make deletion easy. A similarity result is not proof of identity.