RoadScope AI

An end-to-end pothole detection and mapping system that combines computer vision with geospatial processing to produce actionable road safety insights.

Highlights

• YOLOv8-based pothole detection from video
• GPS synchronization and road snapping for accurate mapping
• Interactive dashboard for visualization and upload workflows
• Modular pipeline for detection, mapping, and presentation

Workflow

Capture video + GPS, run detection, merge coordinates, and visualize in a map-first UI with quick scanning and export paths.

Stack

YOLOv8, Python, OpenCV, Next.js, Maps API