TL;DR — Face Recognition

Design a face recognition system that handles enrollment (registering faces), identification (1:N search), and verification (1:1 matching). The system must achieve high accuracy across demographic groups, implement strong privacy protections, and operate in real-time for security and access control use cases. Key features: Face enrollment with quality assessment and template generation. 1:N identification search against enrolled gallery.