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Vantage Reaches 93% on Highway Scenes

Vehicle detection optimized for toll lanes, merge points, and low-light traffic — compact enough for edge gates and parking operations.

Innomium Vision Team · July 5, 2026

Vantage is our vehicle-detection skill for roadways, parking structures, and logistics yards. It prioritizes reliable boxes on partial occlusions and night glare — the cases that break general-purpose detectors.

Specs

  • 93% accuracy on Innomium highway validation
  • Sub-20MB ONNX with documented preprocessing
  • Live Space demo for side-by-side evaluation

Open sprint

The Vantage Highway Detection Sprint is live on Innomium Arena with prizes for teams that beat the benchmark while staying inside the edge latency budget.

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