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GBIF-DL: Create a training set on a particular group of living organisms for machine learning applications

Ángela Justamante; Alexis Joly; Jean-Christophe Lombardo; Fabian Robert; Mathias Chouet; Sonia Liñán; karen Soacha; Jaume Piera


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<oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:creator>Ángela Justamante</dc:creator>
  <dc:creator>Alexis Joly</dc:creator>
  <dc:creator>Jean-Christophe Lombardo</dc:creator>
  <dc:creator>Fabian Robert</dc:creator>
  <dc:creator>Mathias Chouet</dc:creator>
  <dc:creator>Sonia Liñán</dc:creator>
  <dc:creator>karen Soacha</dc:creator>
  <dc:creator>Jaume Piera</dc:creator>
  <dc:date>2023-02-20</dc:date>
  <dc:description>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. 

 </dc:description>
  <dc:identifier>https://zenodo.org/record/7657640</dc:identifier>
  <dc:identifier>10.5281/zenodo.7657640</dc:identifier>
  <dc:identifier>oai:zenodo.org:7657640</dc:identifier>
  <dc:language>eng</dc:language>
  <dc:relation>info:eu-repo/grantAgreement/EC/H2020/863463/</dc:relation>
  <dc:relation>doi:10.5281/zenodo.7657639</dc:relation>
  <dc:relation>url:https://zenodo.org/communities/h2020-cos4cloud</dc:relation>
  <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
  <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
  <dc:subject>citizen science</dc:subject>
  <dc:subject>deep learning</dc:subject>
  <dc:subject>AI</dc:subject>
  <dc:subject>artificial intelligence</dc:subject>
  <dc:subject>citizen observatories</dc:subject>
  <dc:subject>training set</dc:subject>
  <dc:subject>automatic species recognition</dc:subject>
  <dc:subject>biodiversity</dc:subject>
  <dc:title>GBIF-DL: Create a training set on a particular group of living organisms for machine learning applications</dc:title>
  <dc:type>info:eu-repo/semantics/other</dc:type>
  <dc:type>other</dc:type>
</oai_dc:dc>
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