# InfraSight

- **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:** [ABD el mojib Begdouri Terraf](https://cerebralvalley.ai/u/abdel123)
- **GitHub:** https://github.com/abdo0620/InfraSight
- **Demo video:** https://www.youtube.com/watch?v=lfvC6zzSeHQ
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2177

InfraSight is an AI co-pilot for city streets. A citizen photographs a broken street (pothole, smashed bus shelter, sunken manhole) and writes one sentence. Three Meta models turn that photo into a case the town hall can act on:

- Muse Spark reads the photo and text: type, severity, urgency, who owns the street, and whether it duplicates an open case (duplicates are merged).
- SAM 3.1 outlines the damage pixel by pixel, from the damage Muse Spark named.
- Muse Image draws the street once repaired, from the photo and that outline (always labelled as an illustration).

For staff, Muse Spark then writes a decision report citing the rules it relies on (or [verify] when unsure), measures the damage from objects of known size, lists the work to do (priced by the server from public price schedules, each line with its source), drafts the documents for the 7 legal stages of a repair, computes a detour on OpenStreetMap and drafts the mayor's traffic order, checks the repair from the after photo, writes a weekly brief for elected officials, and sends citizens updates in their own language (9 languages). Everything exports as a PDF incident report.

The problem: in many towns, reports arrive by email or phone, get lost, and each one takes hours of staff time to qualify, price and route. InfraSight cuts that to minutes, keeps citizens informed, and AI only drafts: a person decides.

## More from Meta Global AI Developer Hackathon

- [Cloakpipe](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2174)
- [MaakCode](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2175)
- [VOLIQAI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2176)
- [Real Smart Phone](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2178)
- [Sado](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2179)
- [Uncrumple](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2180)

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