For Academia

Gallery 02 · Research

Run QC, segmentation, and grading in a browser. Export results to notebooks and share with collaborators—no servers to manage.

Reproducible runs

Versioned models and tracked parameters for consistent results.

Easy exports

Download overlays, CSV/JSON, and citations for your papers.

Student‑friendly

Start free; add seats as cohorts grow. Works in teaching labs.

Typical use cases

  • Method comparisons across slides and cohorts
  • Rapid QC of digitized collections for teaching
  • Segmentation pre‑processing for ML pipelines

Why academia uses Pathbox

  • No cluster, no IT—just a browser
  • Fast time to results and easy data export
  • Share links with advisors and co‑authors
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