This is an unexhaustive list of Open Source tools that were developed, are being developed or will be developed partially or entirely by me during my PhD within the Pl@ntNet team (you can find the complete list on my GitHub profile).

GeoPl@ntNet

A web application in the form of EU-wide interactive maps making Essential Biodiversity Variables easily accessible and understandable for everyone

Pl@ntBERT

A tool leveraging large language models to learn the “syntax” of species assemblages

hdm-framework

A classification framework to enhance your habitat distribution models

malpolon

A deep learning framework to help you build your species distribution models

GeoLifeCLEF

A toolkit (e.g., examples, dataloaders) for the GeoLifeCLEF challenge