RoadScan AI: Automated pothole detection using YOLO11n and ByteTrack
rsasaki0109 · x · 2026-08-29
RoadScan AI is an open-source computer vision system designed to automatically detect and track potholes in road footage, supporting inputs from dashcams, drones, and fixed cameras.
Technical Implementation:
- Core Model: Uses a YOLO11n model fine-tuned on a custom pothole dataset for object detection.
- Tracking Algorithm: Integrates ByteTrack for multi-object tracking to maintain consistent identity across video frames.
This solution provides an automated tool for road maintenance inspections.
Related event: RoadScan AI Detects Road Potholes Automatically with YOLO11n(2 posts)→
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