STARS pairs computer vision at the lecture-hall entrance with live timetable and enrollment verification. Every verified face writes a timestamped attendance record — and every attendance pattern feeds early retention warnings.
The pipeline
Entrance camera streams to the venue edge processor over RTSP.
Faces detected, embedded, and matched against the campus vector index.
Timestamp and venue checked against the active timetable and module roster.
ATTENDED written with an ISO timestamp; the lecturer console updates live.
Four surfaces, one system
SaaS vendor · super-admin
Tenants, subscriptions, hardware inventory, field work orders and camera health across every campus.
Institution IT & registry
Faculties, calendars, master timetables, venue-to-camera mapping and enrollment provisioning.
Teaching staff
Live recognition feed, manual overrides, cancellations, ad-hoc sessions and cohort analytics.
Enrolled students
Attendance percentages, personal timetable, absence disputes, module requests and alerts.