AI PoweredSmart AttendanceClass Monitoring
Eliminating proxy attendance and automating administration through contactless edge-computing.
AI Based Class Monitor — The Judge for Active Academic Lectures
Today's classrooms leak at every step.
Problem · 01
Wasted Time
Manual methods consume productive teaching time. Up to ten minutes per lecture vanishes into a notebook — multiply across semesters and years disappear.
Problem · 02
The Proxy Problem
RFID swipes and QR codes are highly vulnerable. A single borrowed card can mark five friends present without anyone ever entering the room.
Problem · 03
Zero Accountability
No automated verification of physical classes. No proof a class actually took place — no audit trail for parents, deans or the registrar.
Meet AI Based Class Monitor
The Judge for Active Academic Lectures.
A purpose-built attendance device for the modern classroom — every feature engineered to remove a manual step.
- AI Vision CameraArcFace processing on a 1080p, 30 fps live stream.
- Real-Time LCD FeedbackInstant on-device confirmation as each student walks in.
- Acoustic RejectorThe Proxy Buzzer — distinct cues for success, failure, spoofing.
One platform. Every campus need.
Smart Attendance Management
Auto-marked the moment a verified face enters frame. Zero manual roll calls, zero proxy risk.
Intelligent Classroom Monitoring
Class-Held Reports that prove a class ran, who taught it, and for how long — automatically.
Dynamic Timetable & Class Allocation
Reschedules and room swaps propagate across every dashboard and report in real time.
Automated Email Alerts
Attendance drops below 75%? The student and their parents receive an alert within seconds.
Built for UIIT.
Developed by Malik Hadi Zulfiqar & Haleema Shahid. Supervised by Dr. Muhammad Aqib.
Developer
Malik Hadi Zulfiqar
22-ARID-797
Developer
Haleema Shahid
22-ARID-781
Project Supervisor
Dr. Muhammad Aqib
Assistant Professor
UIIT · University Institute of Information Technology · 2026