January 18, 2021 Dataset Open Access

Abraham Nieva de la Hidalga; Paul L. Rosin; Xianfang Sun; Laurence Livermore; James Durran; James Turner; Mathias Dillen; Alicia Musson; Sarah Phillips; Quentin Groom; Alex Hardisty

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  "inLanguage": {
    "alternateName": "eng", 
    "@type": "Language", 
    "name": "English"
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  "description": "<p>This deposit contains six datasets which were used for testing and validating a semantic segmentation network. The purpose was to evaluate the suitability of the segmentation network for use in the processing of images from Natural History Collections.</p>", 
  "license": "https://creativecommons.org/licenses/by/4.0/legalcode", 
  "creator": [
    {
      "affiliation": "School of Chemistry, Cardiff University", 
      "@id": "https://orcid.org/0000-0001-7348-7612", 
      "@type": "Person", 
      "name": "Abraham Nieva de la Hidalga"
    }, 
    {
      "affiliation": "School of Computer Science and Informatics, Cardiff University", 
      "@id": "https://orcid.org/0000-0002-4965-3884", 
      "@type": "Person", 
      "name": "Paul L. Rosin"
    }, 
    {
      "affiliation": "School of Computer Science and Informatics, Cardiff University", 
      "@id": "https://orcid.org/0000-0002-6114-0766", 
      "@type": "Person", 
      "name": "Xianfang Sun"
    }, 
    {
      "affiliation": "Natural History Museum London", 
      "@id": "https://orcid.org/0000-0002-7341-1842", 
      "@type": "Person", 
      "name": "Laurence Livermore"
    }, 
    {
      "affiliation": "Formerly at Natural History Museum London", 
      "@type": "Person", 
      "name": "James Durran"
    }, 
    {
      "affiliation": "National Museum Wales", 
      "@id": "https://orcid.org/0000-0003-2411-7396", 
      "@type": "Person", 
      "name": "James Turner"
    }, 
    {
      "affiliation": "Meise Botanic Garden", 
      "@id": "https://orcid.org/0000-0002-3973-1252", 
      "@type": "Person", 
      "name": "Mathias Dillen"
    }, 
    {
      "affiliation": "Royal Botanic Gardens Kew", 
      "@type": "Person", 
      "name": "Alicia Musson"
    }, 
    {
      "affiliation": "Royal Botanic Gardens Kew", 
      "@id": "https://orcid.org/0000-0002-9155-8573", 
      "@type": "Person", 
      "name": "Sarah Phillips"
    }, 
    {
      "affiliation": "Meise Botanic Garden", 
      "@id": "https://orcid.org/0000-0002-0596-5376", 
      "@type": "Person", 
      "name": "Quentin Groom"
    }, 
    {
      "affiliation": "School of Computer Science and Informatics, Cardiff University", 
      "@id": "https://orcid.org/0000-0002-0767-4310", 
      "@type": "Person", 
      "name": "Alex Hardisty"
    }
  ], 
  "url": "https://zenodo.org/record/4448186", 
  "datePublished": "2021-01-18", 
  "keywords": [
    "Semantic segmentation, cross-validation, digitization workflow, data extraction, natural history collection specimens"
  ], 
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  "distribution": [
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  "identifier": "https://doi.org/10.5281/zenodo.4448186", 
  "@id": "https://doi.org/10.5281/zenodo.4448186", 
  "@type": "Dataset", 
  "name": "Data for the Article: Cross-validation of a semantic segmentation network for natural history collection specimens"
}