# RoadScout

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Dhairya Surana](https://cerebralvalley.ai/u/dhairyasurana)
- **GitHub:** https://github.com/dhairyasurana007/RoadScout
- **Demo video:** https://youtu.be/4uQkoW8JTCc
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3604

RoadScout turns a phone on your dashboard into a road-hazard reporter. You upload a drive (video plus a GPS track). SAM 3.1 finds hazard candidates (debris in the lane, damaged guardrails and signs, faded lane markings, potholes). Muse Spark checks each candidate and writes a severity and a plain-language description. Deterministic code then geotags each hazard, merges repeat sightings and checks later drives to see whether a hazard is still there. Faces and license plates are blurred before any image reaches the screen. A person reviews each hazard and gets a prefilled VDOT (Virginia) or MDOT SHA (Maryland) report to submit on the agency's own site. RoadScout never submits anything itself.

On two real drives (49 minutes of video) it found 5 reports of 4 distinct hazards, all confirmed by hand (debris on the shoulder, such as a tipped construction barrel), for about $14 of API spend. It missed the one known pothole, a small one among heavy cracking, so we do not claim pothole detection, and recall is not independently measured. Live read-only demo: https://roadscout-demo.onrender.com/

## More from Meta Global AI Developer Hackathon

- [Kinsemble](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3601)
- [InnerChispa](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3602)
- [Bharath Babu C L](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3603)
- [AudioAID](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3605)
- [Om prakash prajapat](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3606)
- [Andrew Brown](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3607)

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