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Sentinel Hits 92% on Crowd Scenes
Our edge person detector now holds 92% accuracy on dense airport and stadium footage — in a 19MB ONNX package with a live browser demo.
Innomium Vision Team · July 2, 2026
Sentinel is Innomium's person-detection skill for mission environments where generic models fail — overlapping crowds, variable lighting, and tight latency budgets.
What changed
We combined test-time augmentation, adaptive confidence calibration, and scene-aware distillation to lift accuracy on held-out crowd splits while keeping the model at 19MB ONNX.
Where teams deploy it
- Airport concourses and security lanes
- Stadium ingress and egress monitoring
- Dense retail floors during peak hours
Try it today
The live Hugging Face Space runs entirely in-browser. For production, pull weights from innomium/person-detection and integrate with your existing VMS or edge gateway.