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
View all updatesFrequently Asked Questions
Sentinel, Vantage, and Ember on Hugging Face.