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

In today’s 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, fullscreen monitoring, and tab-switch detection. It is an ideal project for BCA, MCA, B.Tech, M.Tech, and Computer Science students looking for an innovative and real-world software engineering project.

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

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

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Complete Source Code
Project Report
PPT Presentation
Database Files
Installation Guide

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.

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.

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.

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.

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.

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

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.

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

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.

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.

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.

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

How to Run the Project

Step 1: Install XAMPP/WAMP

Install:

XAMPP
WAMP
Laragon

Step 2: Extract Project

Move the project folder to:

htdocs/proctorAI/

Step 3: Import Database

Import database.sql into MySQL.

Step 4: Configure Database

Create:

php/config.php

Add database credentials.

Step 5: Start Server

Run:

Apache
MySQL

Step 6: Open Browser

Student Panel

http://localhost/proctorAI/

Admin Panel

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

Demo Login Credentials

Role	Username	Password
Student	MCA2024001	student123
Admin	admin	admin123

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

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

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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