v1.7.0

ProctorAI v1.7.0

Improvements

• Fixed MediaPipe model file handling in EXE build
• Improved application stability

Assets

• Windows executable (.exe) included for easy usage

About

ProctorAI is an AI-based exam monitoring system that detects suspicious activities in real-time using computer vision.

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More features and improvements coming soon!

v1.6.0

Auto-download yolov8n model before build

AI Exam Monitor v1.0

AI Classroom and Exam Monitoring System v1.0

An AI-powered real-time student monitoring system for online exams and classrooms.

Features

• 🎯 Face Detection & Tracking
• 👁️ Eye Tracking (Sleep Detection using EAR)
• 🗣️ Mouth Movement Detection (Talking Detection using MAR)
• 📐 Head Pose Estimation (Looking Forward/Away)
• 📱 Phone Detection (YOLOv8)
• 📊 Attention Score (0-100)
• 🚨 Suspicious Score (0-100)
• 🔐 Student Login System
• ☁️ Real-time Data Sync to Cloud Dashboard

Tech Stack

• Python, OpenCV, MediaPipe, YOLOv8
• FastAPI Backend (Render)
• Supabase Database
• Netlify Frontend Dashboard

Requirements

• Windows PC
• Python 3.10+
• Internet connection
• Webcam

How to Install & Run

Step 1 — First time setup:
Double click install.bat and wait for installation to complete.

Step 2 — Run the monitor:
Double click run.bat, login with your student credentials and monitoring will begin automatically.

Dashboard

• Teacher Dashboard: https://ai-classroom-exam-monitoring.netlify.app
• Student Dashboard: Login with your student account

Notes

• Data is sent to the server every 5 seconds
• Press ESC to stop monitoring
• Keep the window open during your exam