# RoadReport

- **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:** [Chika Kingsley](https://cerebralvalley.ai/u/pope)
- **GitHub:** https://github.com/casontek/meta-hackathon-roadreport
- **Demo video:** https://youtu.be/7vrUXtMCnvI
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2749

RoadPulse is an AI-powered road inspection platform that turns any phone photo or dashcam clip into a graded, tracked, and actionable road defect report — no engineering team required.

A citizen spots a pothole, snaps a photo, and submits it with their GPS coordinates. On the backend, Meta's SAM 3.1 segments and localizes the damage in the image, while Muse Spark 1.3 produces a structured assessment: damage type, severity score (1–5), and a repair priority ranking. Dashcam surveys run through Muse Wonder 1.0 for multi-frame analysis across longer road stretches.

All reports aggregate into a live PostGIS-backed map where hotspots form automatically as multiple reports cluster around the same location. Road agencies get a ranked fix-first list, one-click evidence PDFs, and a natural-language analyst chat (also powered by Muse Spark) that answers questions like "which LGA has the most critical potholes this week?" — grounded in real data, never hallucinated, via a whitelisted tool-calling agent.

The system is designed for trust and scale: EXIF data is stripped after read, uploads are rate-limited, confirmations are one-per-device, and all model output is Zod-validated before it touches the database. It runs fully on mock AI by default, switching to live Meta models with a single environment variable.

Built for the Meta Global AI Developer Hackathon using Meta AI models, Fastify, React, and PostGIS.

## More from Meta Global AI Developer Hackathon

- [MultiplAIers](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2746)
- [Oral-lens](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2747)
- [Signoff](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2748)
- [BLE Jarvis](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2750)
- [VibeSolo](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2751)
- [gurdev singh](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2752)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2749. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt