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Sentinel-2 dataset for ship detection

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


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{
  "publisher": "Zenodo", 
  "DOI": "10.5281/zenodo.6394031", 
  "title": "Sentinel-2 dataset for ship detection", 
  "issued": {
    "date-parts": [
      [
        2022, 
        3, 
        30
      ]
    ]
  }, 
  "abstract": "<p>This database is a rework of the database built for the first phase of CORTEX project&nbsp;(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.</p>\n\n<p>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 &nbsp;&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.</p>\n\n<p>The DB description is given in AIS_Sentinel2_ships_db_CCN-CORTEX-TN-AS-011_1_0.pdf document attached to the zip file.</p>\n\n<p>This work is funded by a contract in the framework of the <strong>EO SCIENCE FOR SOCIETY</strong> PERMANENTLY OPEN CALL FOR PROPOSALS EOEP-5 BLOCK 4 issued by the European Space Agency.</p>", 
  "author": [
    {
      "family": "Fran\u00e7ois De Vieilleville"
    }, 
    {
      "family": "Adrien Lagrange"
    }, 
    {
      "family": "Nicolas Dubl\u00e9"
    }, 
    {
      "family": "Bertrand Le Saux"
    }
  ], 
  "id": "6394031", 
  "event-place": "Virtual Event", 
  "version": "1.2", 
  "type": "dataset", 
  "event": "ESA EO \u03a6-WEEK 2020 (\u03a6-WEEK, Phi-week)"
}
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