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Automated exam monitoring with face detection, eye tracking, and anomaly detection
Develop an AI-powered online examination platform with automated proctoring capabilities including face detection, eye tracking, tab switching detection, multiple person detection, and audio monitoring. Features secure browser mode, question randomization, and detailed violation reports.
Face detection
Eye tracking
Tab monitoring
Audio analysis
Screen recording
Question bank
Auto-grading
Violation alerts
Secure browser
Detailed reports
FastAPI backend, TensorFlow/OpenCV for CV, React frontend with WebRTC, PostgreSQL for data, Redis for sessions, AWS S3 for recordings
Computer vision
Deep learning
WebRTC
Python ML stack
Security concepts
Real-time systems
Implement computer vision
Build real-time monitoring
Handle video streams
Design secure systems
Deploy ML models
Create exam platforms
Project setup and model selection
Implement face recognition
Gaze detection system
Browser activity tracking
Voice detection
Question bank and delivery
Violation reports
End-to-end testing