traffic-enforcement

Map driver that renders a Smart Checkpoints project on a real basemap and serves it to the operator console.

Autonomous highway enforcement — NVIDIA DeepStream + YOLO11 + AWR1843 mmWave radar fusion for real-time speed detection and license plate recognition

Website for Smart Checkpoints, with downloads and links to the documentation.

Core server for the Smart Checkpoints average speed enforcement system, modeling a city as a directed weighted graph with pluggable distance drivers.

Documentation for Smart Checkpoints, covering system architecture, deployment guides, and the Distance Driver interface specification.

JavaFX desktop client for batch processing vehicle images with TollingVision AI - featuring intelligent pattern builder, real-time monitoring, and interactive result galleries

Solar-augmented, autonomous traffic enforcement trailer for extended off-grid operation

Enterprise-scale public demonstration interface for an intelligent traffic enforcement and integration platform.

On-device Indian traffic violation detection, ANPR, and tamper-evident evidence collection for Android. Offline first, device tiered, field tested outdoors.

An innovative Android app designed to enhance public oversight of traffic law enforcement in Taiwan. Features seamless integration with existing Traffic-Violation-Report-System server for real-time updates and community engagement.