GBIF-DL: Create a training set on a particular group of living organisms for machine learning applications - Alexis Joly; Jean-Christophe Lombardo; Fabian Robert; Mathias Chouet; Sonia Liñán; karen Soacha; Jaume Piera; Ángela Justamante (Zenodo, 2023)
GBIF-DL is a service that allows users to create a training set on a particular group of living organisms on-demand, i.e. allowing them to solicit specific data, such as images of specific species and/or specific platforms, or images with a sufficient quality of expert validation. For example: A data scientist or a developer who wants to train an artificial intelligence model on a particular group of species using pytorch software will be able to do it very easily. More information: https://cos4cloud-eosc.eu/services/gbif-dl/ This service has been developed by Inria in the Cos4Cloud project framework. Infographic's designer: Lucas Wainer.
Co-designed Citizen Observatories Services for the EOS-Cloud
Keywords: cc-by-4.0; citizen science; deep learning; AI; artificial intelligence; citizen observatories; training set; automatic species recognition; biodiversity