# INVICTUS

- **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:** [Manthan Jaiswal](https://cerebralvalley.ai/u/alpha_volatile)
- **GitHub:** https://github.com/Manthan-cpp/TRIAGE
- **Demo video:** https://youtu.be/xDeto4KjvcE
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4140

PROBLEM:
- Aerial drones capture hours of high-resolution video during floods, earthquakes, and collapses.
- Exhausted rescue teams must manually scan empty terrain frame-by-frame to locate survivors.
- Valuable time is lost during the critical golden hour of disaster response.

SOLUTION:
- Project Triage is an AI-assisted aerial reconnaissance dashboard built for disaster response teams.
- It ingests raw drone video and field imagery, discarding empty footage and isolating prioritized survivor candidates.

HOW IT WORKS:
- Keyframe Extraction: Automatically filters out thousands of redundant, empty frames using visual change dynamics.
- Spatial Segmentation via Meta SAM 3.1: Isolates detected targets and survivor contours with pixel-accurate spatial masks.
- Contextual Analysis via Meta Muse Spark 1.3: Evaluates environmental hazards (such as rising floodwaters and structural debris) to generate prioritized triage ratings (P1 Critical to P4 Monitor).
- Zero-Dismissal Safety Protocol: Ensures ambiguous signals are always escalated to human operators rather than silently dropped.
- Tactical Mission Dashboard: Delivers candidate telemetry, visual crops, and hazard assessments in a single pane for instant dispatch decisions.

## More from Meta Global AI Developer Hackathon

- [BeeJEPA](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4137)
- [Sitema ARKON](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4138)
- [Provenance](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4139)
- [Leonardo Rodriguez](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4141)
- [Excalibur agent](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4142)
- [Araav Nayak](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4143)

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