ProctorAI AI-Powered Online Examination System with Face Detection Using PHP MySQL

In todays digital education environment, universities and colleges are rapidly shifting toward secure online examinations. Traditional online exam systems often fail to prevent cheating, tab switching, mobile usage, or unauthorized behavior during tests. To solve this challenge, ProctorAI introduces a modern AI-powered Online Examination System with Face Detection with Proctoring built using PHP, MySQL, and Vanilla JavaScript.

This advanced final year project combines a secure web-based examination portal with intelligent browser-based AI monitoring features like webcam face detection, gaze tracking, full-screen monitoring, and tab-switch detection. It is an ideal project for BCA, MCA, B.Tech, M.Tech, and Computer Science students seeking an innovative, real-world software engineering project.

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What is ProctorAI?

ProctorAI is a smart online examination management system that uses AI-based client-side proctoring to monitor students during exams. The system automatically tracks suspicious activities and generates integrity reports for administrators.

The platform includes:

• Student login and exam dashboard
• Live online examination portal
• Real-time AI proctoring
• Violation detection and logging
• Admin monitoring panel
• Result and integrity analysis

Unlike traditional examination portals, this system focuses heavily on maintaining exam integrity through browser APIs and AI integration.

Demo Video: https://www.youtube.com/@Decodeit2

Admin

Download Complete Source Code

:

• Complete Source Code
• Project Report
• PPT Presentation
• Database Files
• Installation Guide

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Key Features of ProctorAI Online Examination System

Student Module Features

Secure Student Authentication

Students can log in using:

• Roll Number
• Password

The authentication system ensures secure access to examinations and personal dashboards.

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Student Dashboard

The dashboard allows students to:

• View upcoming exams
• Check completed exam history
• Track previous scores
• Monitor integrity/proctoring records

The clean and responsive UI improves usability across desktops and laptops.

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Live Online Examination Portal

The examination interface includes:

• Countdown timer
• MCQ-based questions
• Question navigator
• Current question highlighting
• Answered/unanswered indicators
• Flag question functionality

The system provides a smooth and distraction-free exam environment.

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AI-Based Proctoring System

One of the biggest highlights of this project is the integrated AI proctoring module.

AI Monitoring Features

AI Detection	Purpose
Face Detection	Detects whether the student is visible
Multiple Face Detection	Prevents proxy cheating
Gaze Tracking	Detects suspicious eye movement
Phone Detection	Detects mobile phone usage
Tab Switch Monitoring	Tracks browser tab changes
Fullscreen Monitoring	Detects fullscreen exit attempts

These features help institutions conduct secure online exams remotely.

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Real-Time Violation Logging

Whenever suspicious behavior is detected:

• Warning banners appear instantly
• Violations are recorded in logs
• Severity levels are assigned
• Admins can review incidents later

This creates a transparent and trackable examination process.

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Admin Panel Features

The admin module provides full control over examinations and student monitoring.

Admin Dashboard Includes

• Live exam statistics
• Active and completed exam overview
• Real-time proctoring feed
• Student performance tracking
• Integrity score analysis
• Violation management system

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Violation Management

Admins can:

• Ignore minor incidents
• Send warnings
• Invalidate exam attempts

This flexible moderation system makes the platform suitable for schools, colleges, universities, and training institutes.

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Technology Stack Used

Backend

• PHP 7.4+

Frontend

• HTML5
• CSS3
• Vanilla JavaScript

Database

• MySQL / MariaDB

AI & Browser APIs

• MediaDevices API
• Canvas API
• face-api.js integration support

Web Server Support

• Apache
• Nginx
• XAMPP
• WAMP
• Laragon

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AI Face Detection Integration

The project is designed to support real AI-based face detection using the JavaScript library face-api.js.

Supported AI Functionalities

• Tiny Face Detector
• Face Landmark Detection
• Multi-face Detection
• Eye/Gaze Tracking
• Head Position Monitoring

This makes the project highly scalable and future-ready.

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Database Design

The system uses a normalized MySQL database with multiple relational tables.

Main Database Tables

Table Name	Purpose
students	Student information
admins	Administrator accounts
exams	Exam details
questions	MCQ questions
exam_sessions	Student exam sessions
student_answers	Answer tracking
results	Score and grade
proctoring_logs	AI violation logs

The schema is optimized for performance and scalability.

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Advantages of ProctorAI

Helps Reduce Online Exam Cheating

AI monitoring significantly reduces malpractice during online assessments.

Fully Web-Based

No desktop software installation required.

Beginner-Friendly Architecture

The codebase is simple enough for students while still demonstrating advanced concepts.

AI Integration Ready

Supports integration with advanced AI models and detection libraries.

Real-World Use Case

The project solves an actual industry problem faced by educational institutions.

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Future Enhancements

Students can further improve this project by adding:

• AI voice detection
• NLP-based behavior analysis
• Screen recording
• Live admin video streaming
• OTP verification
• QR-based exam access
• JWT authentication
• Cloud deployment
• Mobile application support
• AI-based cheating probability scoring

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How to Run the Project

Step 1: Install XAMPP/WAMP

Install:

• XAMPP
• WAMP
• Laragon

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Step 2: Extract Project

Move the project folder to:

htdocs/proctorAI/

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Step 3: Import Database

Import database.sql into MySQL.

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Step 4: Configure Database

Create:

php/config.php

Add database credentials.

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Step 5: Start Server

Run:

• Apache
• MySQL

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Step 6: Open Browser

Student Panel

http://localhost/proctorAI/

Admin Panel

http://localhost/proctorAI/admin/login.php

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Demo Login Credentials

Role	Username	Password
Student	MCA2024001	student123
Admin	admin	admin123

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Why This is a Good Final Year Project

This project demonstrates multiple advanced concepts:

• Web Development
• Database Management
• AI Integration
• Browser APIs
• Security Monitoring
• Real-Time Logging
• User Authentication
• Admin Management

It is highly suitable for:

• BCA Final Year Project
• MCA Major Project
• B.Tech CSE Project
• Software Engineering Project
• AI-Based Academic Project

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Keywords

• AI Proctoring System Project
• Online Examination System with Face Detection
• PHP MySQL Online Exam Project
• AI-Based Exam Monitoring System
• Online Exam Portal Source Code
• Face Detection Exam System
• Final Year Project PHP MySQL
• Web-Based Examination System
• AI Proctoring Final Year Project
• BCA MCA BTech Major Project

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Conclusion

ProctorAI is a modern and intelligent online examination system designed for secure digital assessments. With integrated AI-powered monitoring, real-time violation detection, and admin-level integrity management, this project provides a practical and industry-relevant solution for remote examinations.

For students looking to build an innovative final year project using PHP, MySQL, JavaScript, and AI concepts, ProctorAI is an excellent choice that combines software engineering, web development, and artificial intelligence into one complete system.

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