Public demo

Explore an anonymised mid-infrared spectrum and a model classification without creating an account. This uses the curated sample sample_spectrum_3.csv only.

Predictions are exploratory outputs with confidence tiers and may abstain when uncertainty is high. They are not validated for operational decisions.

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Example model output (spectrum 1)
No label returned

Below Moderate threshold.

Overall tier: Low
Age class probabilities
1-4 days 87.6%
5-10 days 8.9%
11-17 days 3.6%
Species class probabilities
An. arabiensis 29.5%
An.coluzzi 14.6%
An. gambiae 55.9%

Spectral quality checks were not available for this file format.

What you are seeing
  • Interactive MIR plot with biomolecule and noise band guides.
  • Age-bin and species labels with class probabilities.
  • Confidence tiering and abstention when thresholds are not met.
  • Sign in to upload your own spectra and run batch inference.