Python · B.Tech 3rd / 4th year · major · 6–8 weeks guided
Smart Attendance System using Face Recognition
OpenCV + embeddings attendance: enrol faces, mark a period from a webcam, unknown handling, simple blink/spoof note, faculty Excel. No extra hardware kit.
Student project kit
₹12,999/-₹7,999/-
1–4 students · 6–8 weeks guided. College title can be adapted on the counselling call.
Audience
Who it is for
Python / ECE teams who want a vision major without buying kits.
Live class demo: 3 enrolled faces, one unknown rejected, Excel for that hour.
Branches
Team size: 1–4 students
Problem
Existing vs proposed
Proxy attendance. RFID is extra cost. Many face projects only show one imshow window.
Enrol gallery, cosine match with threshold, period + room, manual override, export. Document lighting failure modes.
Build
Modules
1. Enrol
- Gallery, consent note
- Quality check
2. Recognise
- Threshold, unknown bin
- Blink/spoof lite
3. Period
- Timetable slot
- Manual override
4. Reports
- Excel, defaulters
Demo
What you can show
- Webcam-only
- Override path
- Honest spoof limits
Viva
Panel topics
- Embeddings vs Haar-only
- False accept
- Consent
Deliverables
Included with the kit
- Complete source code (ZIP + GitHub-style repo)
- Database schema and sample data / dataset notes
- README.md — how to run, stack, modules, and demo path (Windows + college lab)
- Viva question bank with short answers
- Two mentor reviews: architecture, then final demo
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