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
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Artificial Intelligence · Major Project
Live Face Recognition Web App
Browser webcam recognition with enrolment and a people gallery
2-3 weeks build
Overview
A general-purpose recognition web app: the browser streams webcam frames to a FastAPI backend that detects faces, computes embeddings and labels known people live on screen. Users enrol someone by capturing a few angles, manage the gallery, set the match threshold and review recognition history, with every enrolment gated by a consent checkbox.
What makes it stand up
- 01Live recognition in the browser with labelled boxes
- 02Guided multi-angle enrolment from the webcam
- 03Adjustable match threshold with an unknown-face state
- 04Gallery management with delete-on-request
- 05Recognition history with timestamps and snapshots
Module breakdown
- 01
Capture
React webcam component streaming frames over WebSockets.
- 02
Face pipeline
Detection, alignment and embedding on the server.
- 03
Matching
Cosine similarity against the enrolled gallery.
- 04
Gallery
Enrol, rename and delete people with consent records.
- 05
History
Searchable log of recognitions.
After this, you will be able to
- Explain embedding similarity versus face classification
- Defend your threshold choice with an ROC curve
- Demo enrolling a classmate and recognising them live
Technology stack
- Python
- FastAPI
- React
- OpenCV
- FaceNet
- MongoDB
- Level
- Major Project
- Domain
- Artificial Intelligence
- Build time
- 2-3 weeks
- Difficulty
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