Vision
Making every camera intelligent.
Innomium builds edge vision models that turn raw frames into reliable detections for mission-critical environments.
The value stack
Evaluation & Data
Benchmark datasets, hackathon tasks, and scene-specific tuning pipelines.
Training & Distillation
YOLO-based training with TTA and domain adaptation.
Edge Inference Stack
ONNX export and browser-native runtime under 20MB.
Mission Applications
Sentinel, Vantage, and Ember for production deployment.
Why Innomium Vision
Specialized skill sets
Object detection and edge deployment expertise.
Production-ready models
Live Hugging Face demos with documented metrics.
Efficient development
Compact architectures for CPU and edge.
Global builder network
Hackathon pipelines improve benchmarks.
Vision products
Innomium Sentinel
Ultra-light YOLO person detection for crowds, airports, and edge vision.
Innomium Vantage
Vehicle detection tuned for roadways, parking, and traffic monitoring.
Innomium Ember
Fire detection for outdoor monitoring, safety systems, and early warning.
Vision challenge history
Browse on Innomium ArenaVision updates
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Building the Innomium Vision Layer
How we turn existing camera infrastructure into real-time intelligence — without new hardware, cloud lock-in, or heavyweight models.
Innomium Vision Team · 6/28/2026
vision
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 · 7/2/2026
vision
Ember: Outdoor Fire Detection for Mission Sites
Fire and early-smoke detection tuned for outdoor fuel, logistics, and perimeter monitoring — now shipping with live demos and an active builder challenge.
Innomium Vision Team · 7/8/2026
Frequently Asked Questions
Sentinel, Vantage, and Ember on Hugging Face.