# Tactical defense

- **Event:** [National Security Hackathon (by Army xTech)](https://cerebralvalley.ai/e/3rd-annual-natsec-hackathon)
- **When:** May 2 at 9:00 AM – May 3 at 4:00 PM (PDT)
- **Where:** Shack15, San Francisco, CA
- **Team:** [Izzy Mansurov](https://cerebralvalley.ai/u/imansurov)
- **GitHub:** https://github.com/sapoepsilon/shahed-detector
- **Demo video:** https://youtu.be/DFyA2qRBKqk
- **Gallery:** https://cerebralvalley.ai/e/3rd-annual-natsec-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/3rd-annual-natsec-hackathon/hackathon/gallery/27

Project Kamikaze is an edge-deployable early warning system for Shahed/Geran-class UAVs. We trained a custom detection model on a hand-annotated dataset and deployed it behind a FastAPI + Next.js stack supporting image, video, and live webcam detection. High-confidence detections are promoted into Palantir as operational air-threat alerts, turning raw model output into a shared analyst-facing workflow.

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Markdown version of https://cerebralvalley.ai/e/3rd-annual-natsec-hackathon/hackathon/gallery/27. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt