AI-Powered Vehicle Identification System
Real-time VIN & License Plate Recognition for Law Enforcement
Key Features
Dual AI Detection
Combines YOLO and STR models for 95% accuracy in VIN/RZ detection.
High-Speed Processing
Captures vehicles up to 130 km/h (RZ) and 100 km/h (VIN).
All-Weather Durability
IP66-rated Bosch housing with heating & defrosting for 24/7 operation.
Secure Data Streaming
Apache Kafka messaging; REST API integration.
Certified Hardware
CE & RoHS compliance; industrial grade computing units and cameras.
How It Works
01
Detection
AI identifies VIN codes through windshields and license plates on moving vehicles.
02
Verification
Cross-checks VIN/RZ against police databases in real time.
03
Alerting
Flags mismatches (e.g., stolen plates) via encrypted LTE/APN networks.
Benefits for Law Enforcement
Reduce Fraud
Instantly detect tampered VINs or mismatched plates.
Remote Configuration
Adjust camera focus, zoom, and AI settings via web interface.
Scalable Architecture
Kubernetes-managed containers for easy deployment.
The system achieved 94% accuracy in lab tests under extreme conditions.
The project “Intelligent Camera System for Vehicle Inspection via License Plate and VIN (VC20232024013)” was supported by the Ministry of the Interior of the Czech Republic under the Security Research Program for State Needs 2022–2027 (SecPro).
