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Deep Mind Labs

Industries · Education

Safer campuses. Fairer classrooms. Honest exams.

AI for universities, schools and training institutes — classroom attendance, exam invigilation, campus safety, and an honest measure of student engagement.

Security AI sample
Attendance AI sample

Class roll-call

0 s

Match accuracy

0 %

Invigilator load

- 0 %

Campus safety

24 /7
— Security AI

Campus safety, restricted areas & intruder alerts

Detects unfamiliar faces on closed wings, unattended bags, fight-or-flight motion patterns in corridors, and after-hours intrusion into labs, exam offices and dormitories.

Security AI sample
— Attendance AI

Classroom attendance in under a minute

A single ceiling camera per classroom takes attendance in under 60 seconds — no roll-call, no biometric punch, no missed lecture overhead. Auto-pushed to the LMS.

Attendance AI sample
— Customer AI

Exam invigilation, engagement & honest analytics

Treats every student as a “customer” of the lecture — engagement signals, distraction-time, gaze drift, plus exam-room invigilation with cheat-pattern detection.

— More applications

Built on the same vision platform.

Once the cameras are connected and the face index is built, every additional use-case is configuration — not a fresh deployment.

01

Bus & gate attendance

On-bus headcount reconciliation, gate entry, hostel curfew check — all on the same face index.

02

Library & lab occupancy

Live seat availability across libraries and labs, with weekly utilisation reports.

03

Dining-hall queue & meal counts

Hot meals served, queue times, dietary-tag accuracy — at scale.

04

Sports field & event safety

Crowd density, exit-flow monitoring during sports days and convocations.

— Get started

Already have cameras? You’re halfway there.

Most of our Education deployments run on existing CCTV. Show us your floor plan — we’ll come back with a 30-minute call and a concrete pilot scope within a business day.