KVMS

Technical Scope

Automating access control and security monitoring requires sub-second vehicle identification without human intervention.

Architecture Highlights

• Attribute & Plate Detection: Two-stage neural network architecture isolating vehicle bounding boxes, extracting plate sub-regions, and parsing character sequences.
• Robustness in Uncontrolled Environments: Pre-processing filters normalizing contrast, skew, and glare under challenging environmental conditions.