Pothole AI

By Anju Kumar on AppTrack Ninja.

AI Road Damage Detection

Pothole AI is an iOS app that uses artificial intelligence to detect, map, and report potholes using a smartphone camera. I created this project after becoming interested in how infrastructure problems can go unnoticed until they become more expensive, dangerous, and difficult to repair. Pothole AI was built around a simple idea: use AI to identify road damage earlier and make it easier to turn those detections into useful information. The app runs a custom-trained YOLOv11 computer vision model directly on the iPhone using Apple Core ML. This allows pothole detection to happen on-device witho…

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