Summary of the solution

e-con Systems® developed a complete Edge AI-based License Plate Recognition (LPR) solution for fixed and mobile traffic enforcement applications. The solution integrates dual global shutter cameras, IR illumination, edge AI processing, radar-based speed detection, and optimized ALPR software within a rugged enclosure.

Designed for continuous roadside operation, the system enables high-accuracy license plate capture and vehicle analytics at the edge, supporting both day and night enforcement scenarios with minimal infrastructure dependency.

Key challenges faced by the client

Accurate capture of fast-moving vehicles

Accurate capture
of fast-moving vehicles

Consistent Imaging

Day and night
imaging performance

Low Power roadside deployment

Low-power roadside
deployment

Edge AI integration and processing

Edge AI integration
and processing

Benefits of the solution

Feature images
  • Delivered a complete Original Design and Manufacturing (ODM) solution, significantly reducing system integration effort and validation
  • Achieved over 98% license plate capture and recognition accuracy in live traffic conditions.
  • Improved enforcement effectiveness, reducing false positives by 10–20%.
  • Integrated privacy protection features, including face anonymization and object masking.
  • Supported required U.S. certifications, accelerating time to market and enabling readiness for large-scale deployments.

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