PopularMajor Project
Artificial Intelligence
Face Recognition Attendance System
Camera-based attendance with liveness detection and analytics
- Python
- OpenCV
- FaceNet
- Flask
- +2
₹4,900₹5,999
4.8/301 reviews
Artificial Intelligence · Capstone
AI Exam Proctoring System
Online exams with gaze, face and window monitoring
4-5 weeks build
Overview
A full online examination platform with automated invigilation. It runs the exam, watches for a second face, a missing candidate, sustained off-screen gaze and tab switching, then scores each session into a flagged-events timeline a human reviews rather than auto-failing anyone.
What makes it stand up
- 01Flags events for human review instead of auto-accusing
- 02Face presence, multiple-face and gaze-direction detection
- 03Tab-switch and fullscreen-exit logging in the browser
- 04Question bank, timed attempts and auto-grading
- 05Reviewer dashboard with a jump-to-timestamp event log
Module breakdown
- 01
Exam engine
Question banks, timing and auto-grading.
- 02
Vision
Face presence, count and gaze estimation.
- 03
Browser guard
Focus, fullscreen and tab-switch events.
- 04
Scoring
Event weighting into a session integrity score.
- 05
Review
Timeline, evidence frames and reviewer verdict.
After this, you will be able to
- Explain the false-positive problem and why a human stays in the loop
- Demo a flagged event end to end
- Discuss the privacy trade-offs proctoring forces
Technology stack
- Python
- FastAPI
- OpenCV
- MediaPipe
- React
- PostgreSQL
- Level
- Capstone
- Domain
- Artificial Intelligence
- Build time
- 4-5 weeks
- Difficulty
- Rating
- 4.7 / 5 · 81
You receive
- Complete, commented source code
- 60-90 page project report (IEEE format)
- Editable presentation deck
- Architecture, ER and UML diagrams
- Local setup and deployment guide
- Sample dataset or seed data
- Viva question bank with answers
- One 45-minute walkthrough call
- 30 days of doubt-clearing support