Highway Violation Detection System

Offer description

I need a real-time, camera-based solution that can watch highway traffic and automatically flag three key offences: riders without helmets, motorcycles carrying three people, and any vehicle that exceeds the posted speed limit. The goal is to integrate the model with existing roadside or CCTV cameras so that the moment a violation is detected, the system captures the frame, tags the offence type and time-stamp, and stores it in a database or pushes it to an API that my team will expose. What I already have: several hours of highway footage in MP4 format, the speed-gun readings that correspond to those clips, and access to an NVIDIA GPU machine for training and inference. What I expect from you: • A trained, optimized computer-vision model (YOLOv8, RetinaNet, or another accurate ...

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