AI Cheating Detector

Remote and on-site exams are easy to cheat on, and manual invigilation doesn't scale — one person can't reliably watch dozens of live video feeds at once.

• ▸YOLOv8 + face recognition detect phones, head-turns, and unknown people in frame
• ▸Multi-violation detection running in real time over a WebSocket live-video feed with on-screen overlays
• ▸Thread-based frame processing to keep detection fast under load
• ▸Instant Telegram alerts so invigilators get an evidence-backed flag the moment something happens

• ·Multi-violation detection (phone, head turn, unknown person)
• ·WebSocket live video with overlays
• ·Thread-based frame processing

Invigilators get instant, specific alerts with visual evidence instead of trying to watch everything at once — turning proctoring from guesswork into a focused response.