Field NotesWhat we're learning about AI and the environment

A learning from iNaturalist species suggestions from community photos, iNaturalist

Workaround

New training software cut model training from about seven months to two and a half

⚠ Not yet claimed by the project owner or their organization. This information may not be completely accurate.

From public sources: as the photo collection grew from 12 to nearly 21 million images, training slowed. iNaturalist wrote new training software, which it estimated cut training time from about seven months to about two and a half. It also reported that balancing accuracy across regions, and using location information well, were still open problems.

Track
AI for the environment
Environmental problem
Biodiversity and species
Environmental goal
Understand and monitor
Setting
ForestCityHome
AI's role
Core
What the AI does
Recognizing images
ML technique
Computer visionClassification
Scale
PersonalGlobal

Shared 28 Oct 2026 by Field Notes curator (public sources).

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