# Team FarmVision

- **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:** [Jaspreet Singh](https://cerebralvalley.ai/u/Javix)
- **GitHub:** https://github.com/jaspreetxd/FarmVision-AI
- **Demo video:** https://www.youtube.com/watch?v=_eFb5Dgy3uo
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4244

FarmVision AI helps smallholder farmers decide what to do on their field this week, in their own language.

The problem: farm advice is often generic, arrives in English, and ignores the weather. A farmer who sees leaf spots doesn't know whether to act today or wait for the rain.

What it does: the farmer enters a crop, a location and what they see, and can add a leaf photo. An AI agent built on Meta's Muse model then calls tools: a live weather forecast, the last 7 days of rainfall, and a crop calendar. It returns a 7-day action plan whose advice changes with the evidence, for example postponing field work when heavy rain is forecast.

How it stays safe: it never gives pesticide doses or product names, it labels its confidence, and it points farmers to local agriculture experts for treatment decisions. If a model answer fails our safety checks, it shows a conservative observation-only plan instead.

Built during the event: the agent and tool loop, the Muse integration, the safety validator, the multi-language plans, and the on-device leaf scanner (trained on Plant Village, [94%] on lab photos and [24%] on real field photos, which we report openly).

Tech: Meta Muse, React + Vite, Vercel, TensorFlow.js.

## More from Meta Global AI Developer Hackathon

- [EarnPlay](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4241)
- [Parth Patel](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4242)
- [Recovery Room](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4243)
- [Leapsify](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4245)
- [SoS](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4246)
- [Model Atlas](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4247)

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