Traffic Monitoring and Violation Detection Using Edge AI

We developed an AI-powered traffic monitoring system to help government agencies and smart-city departments detect violations, analyze flow, and ensure road safety in real time. By combining computer vision, Edge AI, and custom-trained models, the system delivers actionable traffic insights directly from on-site cameras.

Reducing False Positives in Motion Sensors with Edge AI

We solved one of the most persistent challenges in motion detection, false alarms triggered by irrelevant movement, using Edge AI and object detection. The system intelligently filters real motion events from environmental noise, ensuring accurate detection and reliable alerts even in dynamic outdoor conditions.