Facial Attendance System

Design a facial recognition system for automated attendance tracking in an office or classroom.

Scenario: Build a system that:

1. Detects faces in a video stream
2. Recognizes known individuals
3. Logs their attendance with timestamps
4. Handles multiple people in a single frame

Key Requirements:

• Real-time performance
• Handle varying lighting and angles
• Distinguish between similar-looking individuals
• Prevent spoofing with photos

Consider: Face detection, alignment, embedding extraction, and matching strategies.