Microsoft AI for Good Lab — Biodiversity research hub. Open-source AI models, edge devices, and tools for biodiversity monitoring and conservation. Hosts SPARROW-Studio at /SPARROW-Studio. Your source for MegaDetector, SPARROW, PytorchWildlife, Bioacoustics, and more.

The first-ever paper on the Unix shell written by Ken Thompson in 1976 scanned, transcribed, and redistributed with permission

Video and Image Analytics for Multiple Environments

MegaDetector is an AI model that helps conservation folks spend less time doing boring things with camera trap images.

Tools for detecting wildlife in aerial images using active learning

Everything I know about machine learning and camera traps.

Simplify camera trap image analysis with AI species recognition models based around the MegaDetector model

A Python package for identifying hundreds of kinds of animals, training custom models, and estimating distance from camera trap videos and images

Systematic conservation prioritization in R

Wild Me's first product, Wildbook supports researchers by allowing collaboration across the globe and automation of photo ID matching

trends.earth - measure land change

R package for spatial analysis and modelling of ecological systems

OneZoom Tree of Life Explorer

AI for Earth Species Classification API

Model natural ecosystems 🌎🪸🐳

A Julia package to analyze protein sequences, structures, and evolutionary information

IUCN Red List API Client

Detect Animals, Humans and Vehicles in Camera Trap Imagery. Powered by MegaDetector v5.

ArcGIS tools to automate mapping and prioritization of wildlife habitat corridors

Evolutionary Transcriptomics with R