Embedded & IoT

PotholePatrol

A real-time IoT simulation of crowdsourced pothole detection: 50 vehicles on OSRM-routed GPS paths streaming telemetry to a live map, with a TTL-bounded V2V hazard-sharing protocol and a YOLOv8 vision gate.

Next.jsTypeScriptFastAPIWebSocketYOLOv8
50 vehicles, live
Flight recording

See it run

Recorded from the project’s FastAPI simulation engine and Next.js dashboard, run locally at 5–10× speed. CARTO’s dark basemap now needs an API key, so the recording uses Stadia Maps’ equivalent dark tiles.

Log photos

Frames from the run