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ConservationOpen Source
SpeciesNet Studio
Self-hosted review UI for the SpeciesNet wildlife classifier
TypeScriptSpeciesNetWildlifeCamera TrapSelf-hosted
// about
SpeciesNet Studio is a desktop-grade web UI for reviewing, correcting, and exporting classifications from Google's SpeciesNet wildlife camera trap AI. Built for ecologists and citizen scientists.
// features
What SpeciesNet Studio does
Image review grid
Review thousands of camera trap images with keyboard shortcuts and batch actions.
Correction workflow
Correct species classifications and flag uncertain predictions for expert review.
Detection analytics
Charts for species abundance, activity patterns, and detection confidence.
Export tools
Export to CSV, Darwin Core, or Agouti format for analysis or submission.
Filter & search
Filter by species, confidence, date, camera station, or reviewer.
Self-hosted
Runs locally on your laptop or field server. No internet required in the field.
// free forever
SpeciesNet Studio is completely free and open-source
No Pro tier, no freemium — just good software, maintained in public. If it's useful to you, a GitHub star goes a long way.
// support
Need help with SpeciesNet Studio?
Submit a private support ticket, request a feature, or book a consulting session. I personally respond to every ticket.