Biometric Face Verification & ML Kit Liveness Probe
Client-Side Contour Analysis, Eye Openness Check, and Geo-Fenced Bounds Gate
Module Architecture Overview
Smart Worker App replaces vulnerable PINs and RFID cards with real-time facial contour liveness detection powered by Google ML Kit. Workers verify identity on mobile or kiosk devices in under 800ms while embedded GPS geofencing validates exact geographic coordinates.
Technical Specifications & Capabilities
ML Kit Facial Contour Analysis
Performs 468 3D facial landmark checks to ensure a live human face is present before allowing clock-in.
Eye Openness & Anti-Photo Spoof
Detects micro-blinks and depth reflection, preventing photo or video playback fraud.
GPS Geofence Bounds Radius
Restricts check-in strictly within administrator-configured polygons around project sites or offices.
Offline Local Vault (SQLite)
Caches up to 5,000 biometric punch logs locally when internet is unavailable and syncs automatically upon reconnect.
Bi-Directional Ledger Synchronization
Automatically pushes verified punches to hr.attendance in Odoo and calculates overtime rules in OpenHRMS.
Proven ROI & Results
- Zero Buddy Punching Fraud
- 35% Faster Shift Clock-Ins
- 100% Audit-Ready Payroll Logs