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Facial Attendance System
MediumCV System Design
Design a facial recognition system for automated attendance tracking in an office or classroom.
Scenario: Build a system that:
- Detects faces in a video stream
- Recognizes known individuals
- Logs their attendance with timestamps
- 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.
Design Mode
📝 Your Design Approach
Describe your system design approach. Consider components, data flow, and key decisions.
🎯 Design Questions(Select all that apply)
Q1.What components are needed for a robust face recognition pipeline?
Q2.How should the system handle anti-spoofing?
Q3.What's the best approach for handling varying lighting conditions?
Q4.How should face embeddings be stored and matched efficiently?
0 of 4 questions answered