# the-sp

- **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:** [Suraj Pathak](https://cerebralvalley.ai/u/the-sp)
- **GitHub:** https://github.com/The-SP/roadlens
- **Demo video:** https://youtu.be/nMNtVmXTjLk
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2779

RoadLens turns one phone photo of a road hazard into a verified, mapped report the local authority can act on.

A citizen snaps or uploads a photo, and can add a voice note. A Muse Spark agent then checks the photo while the user watches each step:

SAM 3.1 outlines each hazard.
The agent zooms in on anything unclear, and asks for a closer photo if it still can’t tell.
It gives each hazard a High, Medium or Low priority with the reasons behind it: size, depth, position on the road and nearby context.

The location comes from the photo’s GPS, falling back to the phone’s. A new photo of a hazard that’s already reported is merged into the existing one, so it adds to that report’s count instead of creating a duplicate pin.

On the public map, hazards are colour-coded by priority and ranked by severity or by newest. Each one has a page you can share, and fixed hazards show before and after photos. Officers sign in with Google to a dashboard for their assigned areas. There they can mark hazards acknowledged or fixed, and get a drafted area report ready to email to the authority.

## More from Meta Global AI Developer Hackathon

- [AuraX](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2776)
- [HeroGen](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2777)
- [Blistrue](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2778)
- [Raiiotronix Block Studio + AI Tutor](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2780)
- [SpeakEasy](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2781)
- [Md. Fatin Shadab Turja](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2782)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2779. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt