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Sentinel-2 dataset for ship detection

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


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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>François De Vieilleville</dc:creator>
  <dc:creator>Adrien Lagrange</dc:creator>
  <dc:creator>Nicolas Dublé</dc:creator>
  <dc:creator>Bertrand Le Saux</dc:creator>
  <dc:date>2022-03-30</dc:date>
  <dc:description>This database is a rework of the database built for the first phase of CORTEX project (https://esacortexproject.agenium-space.com/) funded by ESA. The creation process of the DB was redesigned, and new Sentinel2 acquisitions were included into the dataset.

Like the previous database, it was generated using Sentinel-2 images distributed through the Copernicus open access hub (https://www.copernicus.eu/en, https://scihub.copernicus.eu/). 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   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.

The DB description is given in AIS_Sentinel2_ships_db_CCN-CORTEX-TN-AS-011_1_0.pdf document attached to the zip file.

This work is funded by a contract in the framework of the EO SCIENCE FOR SOCIETY PERMANENTLY OPEN CALL FOR PROPOSALS EOEP-5 BLOCK 4 issued by the European Space Agency.</dc:description>
  <dc:identifier>https://zenodo.org/record/6394031</dc:identifier>
  <dc:identifier>10.5281/zenodo.6394031</dc:identifier>
  <dc:identifier>oai:zenodo.org:6394031</dc:identifier>
  <dc:relation>doi:10.5281/zenodo.3923840</dc:relation>
  <dc:rights>info:eu-repo/semantics/restrictedAccess</dc:rights>
  <dc:subject>Sentinel-2</dc:subject>
  <dc:subject>ship detection</dc:subject>
  <dc:subject>transfer learning</dc:subject>
  <dc:subject>AIS</dc:subject>
  <dc:title>Sentinel-2 dataset for ship detection</dc:title>
  <dc:type>info:eu-repo/semantics/other</dc:type>
  <dc:type>dataset</dc:type>
</oai_dc:dc>
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