Wildlife Insights
Google AI cloud platform for camera-trap image classification and wildlife data
About
Wildlife Insights lets conservation scientists upload camera-trap photos to Google Cloud and run Google's species-identification AI over them, then collaborate, map wildlife, and track species population health. It doubles as the world's largest public camera-trap database, with millions of images filterable by species, country, and year. Google reported classification speeds up to 3,000 times faster than manual labeling, with prediction accuracy between 80% and 98.6% depending on species; the platform is free and run with seven leading conservation organizations.
What it can do
- AI species classification over camera-trap images
- Automatic removal of high-confidence empty images
- Public database of millions of camera-trap records
- Mapping and visualization of species population health
- Collaboration tools for research teams
Setup
- Request access at wildlifeinsights.org as a researcher or organization
- Upload camera-trap images to the Google Cloud-backed platform
- Run the AI species-identification model over the uploads
- Review predictions in the web interface and correct edge cases
- Share aggregated data or explore the public database by species and region
Prerequisites
Camera-trap image sets; researcher or organization account
Use cases
Works with
Trust score — 8/10
Scored 8/10 (verified tier, metrics-v1). Evidence: Verified via official Google blog post and MegaDetector camera-trap software documentation today.; Run by seven leading conservation organizations plus Google; free platform; AI species classifier.; Speed (up to 3,000x) and accuracy (80-98.6% by species) figures are Google-reported, not independently audited.. License: Free conservation platform; sensitive species locations are protected in public data..
How the trust score is built
Full methodology →- Adoption · stars/downloads, log-scaled vs peers
- 8.0/10
- Maintenance · recency, releases, issue load
- 8.0/10
- Openness · license + docs
- 8.0/10
- Manual review · sanity read + red-flag check
- 8.0/10
- · Verified via official Google blog post and MegaDetector camera-trap software documentation today.
- · Run by seven leading conservation organizations plus Google; free platform; AI species classifier.
- · Speed (up to 3,000x) and accuracy (80-98.6% by species) figures are Google-reported, not independently audited.
Sources
Every fact above was checked against these sources. Where a claim comes from the provider and couldn't be independently verified, the text says so.