AI Motorcycle Helmet Detection System
Project Overview
A real-time edge AI surveillance system identifying motorcyclists riding without protective helmets and capturing vehicle license plates for automated enforcement.
The Challenge
Detecting heads and varying helmet types, turbans, or caps in dense urban traffic flows.
The Solution
Implemented fine-tuned object detection models that associate riders with motorcycles and accurately verify helmet presence in real time.
Client Rating
4.9
Key Results
Decreased manual traffic monitoring overhead by 85%.
Sub-100ms inference on high-definition video feeds.
Technology & Skills
Computer VisionYOLOv8Edge AIPublic Safety