# AgroSentinel Field

- **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:** [Suman Shrestha](https://cerebralvalley.ai/u/BoyShr)
- **GitHub:** https://github.com/facfax92-maker/agrosentinel-field-
- **Demo video:** https://youtu.be/87PeO7saXTg?si=0qqcqSRKd_6RbVPs
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5356

AgroSentinel Field is a phone-photo screening aid for aflatoxin in stored maize. Farmers and small traders have no cheap way to check stored grain. The user uploads a photo of a lateral flow test strip, selects grain type, storage humidity, and months in storage, and the app returns a reading, a decision, and advice in Nepali and English. It is a screening aid, not a lab test. The model reads the control and test lines, and a simple rule maps the reading to a decision. Limitations: the rule is a placeholder, graded contamination levels are future work, and accuracy has been tested on only a small set of photos. Future work includes SAM segmentation of the strip, tuning the rule on field data, and supporting more strip brands.

## More from Meta Global AI Developer Hackathon

- [BitPOS](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5353)
- [hireMarco.ai](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5354)
- [RoverEdge](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5355)
- [Remtekindo](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5357)
- [MetaMate](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5358)
- [SoundScope](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5359)

---

Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5356. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt