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Sentinel-2 dataset for ship detection

François De Vieilleville; Adrien Lagrange; Nicolas Dublé; Bertrand Le Saux

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  <identifier identifierType="DOI">10.5281/zenodo.6394031</identifier>
      <creatorName>François De Vieilleville</creatorName>
      <affiliation>AGENIUM Space</affiliation>
      <creatorName>Adrien Lagrange</creatorName>
      <affiliation>AGENIUM Space</affiliation>
      <creatorName>Nicolas Dublé</creatorName>
      <affiliation>AGENIUM Space</affiliation>
      <creatorName>Bertrand Le Saux</creatorName>
    <title>Sentinel-2 dataset for ship detection</title>
    <subject>ship detection</subject>
    <subject>transfer learning</subject>
    <date dateType="Issued">2022-03-30</date>
  <resourceType resourceTypeGeneral="Dataset"/>
    <alternateIdentifier alternateIdentifierType="url"></alternateIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.3923840</relatedIdentifier>
    <rights rightsURI="info:eu-repo/semantics/restrictedAccess">Restricted Access</rights>
    <description descriptionType="Abstract">&lt;p&gt;This database is a rework of the database built for the first phase of CORTEX project&amp;nbsp;( funded by ESA. The creation process of the DB was redesigned, and new Sentinel2 acquisitions were included into the dataset.&lt;/p&gt;

&lt;p&gt;Like the previous database, it was generated using Sentinel-2 images distributed through the Copernicus open access hub (, These Sentinel-2 images are L1C products acquired in Danish sovereign waters in 2019, 2021 and 2022. More specifically, 31 10980x10980 L1C sentinel-2 products &amp;nbsp;&amp;nbsp;were selected (25 for the train dataset, 6 for the test dataset), each of them with a cloud coverage below 10% according to the cloud mask products. The database gathers small (80x80) tiles extracted from Sentinel-2 products.&lt;/p&gt;

&lt;p&gt;The DB description is given in AIS_Sentinel2_ships_db_CCN-CORTEX-TN-AS-011_1_0.pdf document attached to the zip file.&lt;/p&gt;

&lt;p&gt;This work is funded by a contract in the framework of the &lt;strong&gt;EO SCIENCE FOR SOCIETY&lt;/strong&gt; PERMANENTLY OPEN CALL FOR PROPOSALS EOEP-5 BLOCK 4 issued by the European Space Agency.&lt;/p&gt;</description>
    <description descriptionType="Other">{"references": ["", "De Vieilleville, Fran\u00e7ois; Lagrange, Adrien; Ruiloba, Rosa and Le Saux, Bertrand, \"CORTEX: Deep Learning processing for improving small sat capabilities\", ESA EO \u03a6-WEEK 2020 , 28 September - 02 October 2020", "Lagrange, Adrien; De Vieilleville, Fran\u00e7ois; Ruiloba, Rosa, Le Saux, Bertrand and Mathieu, Pierre-Philippe, \"CORTEX: Open training datasets of Sentinel images : ships (Sentinel-2) and refugee camps detection (Sentinel-1&amp;2)\", ESA EO \u03a6-WEEK 2020 , 28 September - 02 October 2020"]}</description>
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