Edge AI Fall Detection Runs on CPU with Zero False Alarms
rsasaki0109 · x · 2026-08-16
A real-time elderly fall detection system featuring advanced occlusion resilience and a kinematic state machine. Key highlights include millisecond-level trigger detection (based on descent velocity or posture collapse), smart rejection of sleeping/resting states for zero false alarms, and 4-tier occlusion handling (bone constraints, velocity extrapolation, furniture tracking). The lightweight engine (6.5 MB) runs at full speed on standard CPUs without requiring a GPU.
More from Apps
- 5 ChatGPT prompts to plan a trip better than travel agents — TawohAwa · 2026-08-16
- o3-mini generates exam questions on par with high-stakes tests — eldonredwards · 2026-08-16
- Open Source Personal Website Builder btw: Build a Blog in Minutes, Self-Hostable — tom_doerr · 2026-08-16
- Ferryman Launches AI-Powered Cross-Posting Tool with Claude and OpenAI Integration — KevinNaughtonJr · 2026-08-16
- Reddit Asks: Is AI Tool FreeBuff Safe and Effective? — gageas · 2026-08-16
- Developer Builds Tool to Remove Obvious AI Phrasing — Auth-dev · 2026-08-16