College Operations

Attendance Dashboard

Live overview of today's entry and exit activity.

Registered Students

● Face templates ready

Today's Entries

● Morning check-in

Today's Exits

● Evening check-out

Pending Exits

● Need evening exit

Smart biometric workflow

Attendance without the clipboard.

Live camera recognition identifies registered students, enforces the correct morning/evening session, prevents duplicates, and syncs the record to the cloud.

🌅 Morning08:00 — 10:00

🌆 Evening15:00 — 18:00

Today at a glance

READY

Recent activity

Student	Roll	Entry	Exit	Status

Live biometric scanner

AUTO

Face engine
Loading models…

Session
Checking…

⌁

Recognition result

Ready to scan

Stand in front of the camera. The system will identify registered faces.

No attendance has been written yet.

Student identity

Create a biometric profile. Capture one consistent front-facing sample; only the numerical face descriptor is stored.

Full name

Roll number

Enrollment number

Branch

Semester

Capture consent Student has been informed and consented to biometric attendance.

Live capture

WAITING

Camera is idle. Complete the form and consent, then press Start Face Capture.

One front-facing sample will be captured automatically. Keep your face centered and still.

Student directory

Name	Roll	Enrollment	Branch	Semester	Samples	Actions

Attendance ledger

Date	Student	Roll	Entry	Exit	Status

Completion rate

Entry → exit

Recognition events

Successful matches

Rejected scans

Unknown / invalid

Avg. confidence

—

Best-match similarity

Operational report

Reports are calculated from the attendance ledger stored on this device/cloud.

Attendance windows

Recognition is accepted only inside these configured windows.

Morning start

Morning end

Evening start

Evening end

Recognition policy

Controls how strict matching is and what happens to unknown faces.

Match threshold (lower = stricter)

Require motion/liveness hint before accepting a scan

Browser-only liveness is a basic anti-spoofing layer, not a certified biometric liveness system.

Data & privacy

Only numerical face descriptors are stored by this app. Avoid storing raw face photos unless your institution's policy explicitly requires it.

Keep encrypted-by-origin local fallback enabled

System

Cloud sync is best-effort and falls back to local storage when offline. The UI shows the current connection state.

Checking system…
—

Total students

● Registered profiles

Today records

● Attendance ledger

Recognition events

● Diagnostic activity

Rejected scans

● Unknown / invalid

Administrative controls

ADMIN

Use these controls to inspect or export application data. Destructive actions are protected by confirmation.

System status

Operational
Face recognition, local fallback and cloud sync status are shown here.

Latest activity

Newest 20 events

Time	Type	Student	Distance