# Pneumonion

- **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:** [Usman Abubakar](https://cerebralvalley.ai/u/usmaniam)
- **GitHub:** https://github.com/usmaniam/pneumonion
- **Demo video:** https://youtu.be/BVwacUfHKTY?si=ClQmMLC4CnwktpFY
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4149

Pneumonia kills more than 700,000 children under five each year (UNICEF, 2021), and its earliest warning sign, fast breathing, is hard to judge. Caregivers and community health workers count breaths by eye against a watch, and the counts are often wrong.

Pneumonion is a phone-only companion. A caregiver answers danger-sign questions, by tap or by voice, then records 60 seconds of their resting child. The app checks the video is usable, tracks the child's chest, measures breaths per minute, and applies WHO-style rules to say what to do next: go to a health facility now, be seen today, or keep monitoring. Advice is written in the caregiver's language. It then schedules rechecks over three days and compares each with the last to flag a child who isn't improving.

The models never decide the triage class. A clinician-editable rules file does. If the video is poor or my two independent breath-rate estimators disagree, the app says so and falls back to counting by hand rather than guessing. Video is deleted right after measurement, and only numbers are kept, for 14 days.

Try live at: https://pneumonion.fly.dev (open on a phone)
Access code: 176d13bdb396

## More from Meta Global AI Developer Hackathon

- [cjrackley](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4146)
- [HOUETOR](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4147)
- [Silmari AI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4148)
- [Stupid](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4150)
- [AinA MAXX](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4151)
- [DemoDoctor](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4152)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4149. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt