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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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{
  "publisher": "Zenodo", 
  "DOI": "10.5281/zenodo.7657640", 
  "language": "eng", 
  "title": "GBIF-DL: Create a training set on a particular group of living organisms for machine learning applications", 
  "issued": {
    "date-parts": [
      [
        2023, 
        2, 
        20
      ]
    ]
  }, 
  "abstract": "<p>GBIF-DL is a service that allows users to create a&nbsp;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:&nbsp;A data scientist or a developer who wants to train an&nbsp;artificial intelligence&nbsp;model on a particular group of species using pytorch software will be able to do it very easily. <strong>More information:</strong>&nbsp;<a href=\"https://cos4cloud-eosc.eu/services/gbif-dl/\">https://cos4cloud-eosc.eu/services/gbif-dl/</a></p>\n\n<p>This service has been developed by Inria in the Cos4Cloud project framework.&nbsp;</p>\n\n<p>Infographic&#39;s designer: Lucas Wainer.&nbsp;</p>\n\n<p>&nbsp;</p>", 
  "author": [
    {
      "family": "\u00c1ngela Justamante"
    }, 
    {
      "family": "Alexis Joly"
    }, 
    {
      "family": "Jean-Christophe Lombardo"
    }, 
    {
      "family": "Fabian Robert"
    }, 
    {
      "family": "Mathias Chouet"
    }, 
    {
      "family": "Sonia Li\u00f1\u00e1n"
    }, 
    {
      "family": "karen Soacha"
    }, 
    {
      "family": "Jaume Piera"
    }
  ], 
  "type": "article", 
  "id": "7657640"
}
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