Task-specific spectral engineering

Design a compact spectral sensor for your task.

EvoLens uses spectra and ground truth to discover candidate channels, compare models, challenge the result, and export reproducible evidence.

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Full spectrumReal data + ground truth→Selected eyeExact response functions→Verified evidenceHeld-out + robustness

One connected evidence trail

From scientific question to reproducible package

The workflow is guided, not rigid. Verification, data, or model weaknesses can send a project back to the appropriate lab without overwriting previous versions.

01Prepare dataMap spectra, ground truth, groups, wavelengths, and provenance.

02Discover a sensorSearch candidate response functions using validation-only selection.

03Compare modelsTrain on the selected eye and compare a distinct full-spectrum reference.

04Challenge evidenceMeasure leakage, uncertainty, robustness, calibration, and ablation.

05Apply and exportCheck input compatibility, predict, and package the immutable chain.

Safe public reference

This hosted site is read-only and contains public evidence only.

Uploads, custom projects, arbitrary compute, server paths, and canonical-record mutation are disabled. Install EvoLens locally for private data and full expert controls.

Virtual sensor, not validated hardware

Scientific depth without an inflated claim.

Selected channels are candidate Gaussian response functions. Fabrication, filter tolerances, optical throughput, calibration, environmental validation, and regulatory review remain separate physical work.

Representative measured result

HYPSO orbital scene classification evidence

A precomputed public reference result, shown with its actual scientific status—not as a promise of deployment readiness.

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