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SECTOR 01 // K-12 & COLLEGES

End morning roll-call delays and silent proxy signatures across every classroom door.

AIMS maps fixed academic timetables directly to room cameras and door kiosks. Teachers keep instruction time intact while parents and coordinators see verified presence and sub-75% defaulter thresholds automatically.

TIMETABLE SYNC · 98.4% CONFIDENCE CLEARED / CLASSROOM

Operational Bottlenecks Solved

CASE 01

Ten minutes lost per lecture to manual paper roll calls and buddy proxy checks.

Kiosk and ceiling camera feeds recognize verified faces in under 400ms and credit only students enrolled in the active timetable slot.

CASE 02

Attendance shortages surface too late for midterm exam eligibility intervention.

Automated defaulter thresholds (<75%) generate formal PDF notices and surface alerts inside the student and parent portal.

CASE 03

Messy legacy admission spreadsheets stall new semester migrations.

The Visual Excel Column Mapper pairs custom school headers cleanly with roll numbers, batches, and guardian contacts.

ON-PREMISE WORKFLOW

Four appliance modules running on schools Wi-Fi.

Target Mode Education (Timetable + Subject Mapping)
Camera Inputs USB Webcam, Tablet Kiosk, RTSP NVR Streams
Matcher Threshold Configurable 0.50 to 0.95 Euclidean match
Local Portal http://attendance.local/student/dashboard
01 /admin/import

Visual Excel Roster Mapping

Upload student spreadsheets once; map roll numbers, classes, and emails interactively without rigid templates.

02 /kiosk/enroll

Multi-Angle Self-Enrollment Station

Capture 128-D descriptors at orientation desks. Adaptive EMA weighting updates aging student descriptors over time.

03 /control-room

Timetable-Linked Camera Wall

Select webcam, USB kiosk, or RTSP classroom streams. Attendance credits flow straight to scheduled subjects.

04 /student/dashboard

Student Portal & Defaulter PDFs

Publish real-time percentage logs on campus Wi-Fi and generate print-ready warning letters at <75% attendance.