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.

Python client for iNaturalist

GBIF Python client

Tag your nature photos with iNat taxonomy and observation metadata

🐍 A Python package to read Darwin Core Archive (DwC-A) files.

GBIF classification dataloaders

Using machine learning to detect beluga whale calls in hydrophone recordings

Daily geospatial links curated by Raf Roset

A Python Package for Adaptive Spatio-Temporal Exploratory Model (AdaSTEM)

Checklist generator

TaxonTableTools - A comprehensive, platform-independent graphical user interface software to explore and visualise DNA metabarcoding data

SPARROW — Solar-Powered Acoustic and Remote Recording Observation Watch. An AI-enabled edge device for biodiversity monitoring with camera-trap imaging and bioacoustic recording. By Microsoft AI for Good Lab.

Data conversion tools for iNaturalist observations and taxonomy

Powerful Data Cleaner For Biodiversity

A tool to calculate a building project's impacts on biodiversity over the entire life cycle. The tool was developed as part of the "Doughnut for Urban Development" project and manual. For more information, visit https://www.home.earth/doughnut

GBIF Alert is a GBIF occurrence based alert system.

This repository gathers scripts used for the paper "Open and re-usable annotated mass spectrometry dataset of a chemodiverse collection of 1,600 plant extracts."

Open source biodiversity data entry software

Toolkit for automated phenotyping of biodiversity images using image analysis and ML.

Multi-modal Foundation Model for Biodiversity dynamics forecasting