Case Studies
Detailed write-ups of systems we've built and deployed
Port Cargo Control System
Full case study of our container tracking system deployed at a Ukrainian port facility. Covers the technical architecture: 24 IP cameras, 4 edge computing nodes, custom OCR model for license plates, 3D cargo volume estimation using stereo vision, and real-time dashboard synced with customs database. System processes 500+ vehicles per day with 99.1% plate recognition accuracy.
Smart Parking for Shopping Mall
End-to-end parking management system for a 2,000-space shopping mall. Camera-based vehicle detection at 12 entry/exit points, real-time occupancy tracking per zone, automatic barrier control, and driver mobile app. Eliminated manual attendants, reduced entry-to-park time from 4 minutes to 45 seconds. System paid for itself in 8 months through operational savings.
Manufacturing Access Control
Badge-free access control system for a manufacturing plant with 800 workers across 5 security zones. Face recognition with partial occlusion handling (helmets, masks), real-time zone tracking, automatic attendance logging synced to 1C payroll. Deployed on 16 edge nodes with 96% recognition accuracy and sub-500ms processing time.