Smart Classroom Surveillance: AI-Powered Cheating Detection System
An advanced AI-driven system that detects cheating behaviors in real-time using computer vision and YOVA-based object detection.
Technology Used
Python | YOLOv8 | OpenCV | Flask | WebSockets | Google Colab (Optional) | TensorFlow/Keras
Overview
The Classroom Cheat Detection System is a cutting-edge solution designed to maintain academic integrity by detecting suspicious behavior during exams using real-time video analytics.
Key Features
- Real-Time Head Orientation Detection: Monitors student head movements to identify signs of cheating.
- Mobile Phone Detection: Detects unauthorized phone usage during examinations using YOLOv8 model.
- Student Tracking & Movement Monitoring: Tracks movement patterns to flag unusual behavior.
- Suspicious Behavior Alerts: Sends instant alerts when potential cheating is detected.
- Log and Snapshot Storage: Automatically captures snapshots and logs incidents for later review.
- Web Dashboard: User-friendly interface to monitor live feeds and access recorded events.
Applications
- Academic institutions for maintaining exam integrity.
- Online proctoring systems with physical classroom integration.
- Behavioral analysis tools for educational research.
- Surveillance systems in controlled environments.
Why Choose This System?
This system leverages modern computer vision techniques and machine learning models to offer an automated, scalable, and accurate approach to monitoring classrooms without human supervision. It’s ideal for universities, colleges, and competitive exam centers aiming to prevent malpractice.
Frequently Asked Questions
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Live 1-on-1 Mentorship
Personal session with an expert developer
Project Setup
We'll install and configure the project on your PC via remote session (Google Meet, Zoom, or AnyDesk).
Source Code Explanation
1-hour live session to explain logic, flow, database design, and key features.
Want to know exactly how the setup works? Review our detailed step-by-step process before scheduling your session.
₹999
Custom Documents (College-Tailored)
- Custom Project Report: ₹1,500
- Custom Research Paper: ₹1,000
- Custom PPT: ₹800
Fully customized to match your college format, guidelines, and submission standards.
Project Modification
Need feature changes, UI updates, or new features added?
Charges vary based on complexity.
We'll review your request and provide a clear quote before starting work.
Project Files
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I would like to sincerely thank Ajay Pandit for providing me with the project. His guidance and explanation of the system's architecture, modules, and AI integration were extremely helpful in understanding the project thoroughly.
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