Sentinel-2 dataset for ship detection
- 1. AGENIUM Space
- 2. ESA
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.
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Copyright 2020 AGENIUM SPACE
Ref: AG-RR-2020-08-27-2390_Licence-S2-DB_AGENIUM Space
The Data base “Sentinel-2-Ships” in the directory AIS_sentinel2/ is delivered under Attribution-NonCommercial-ShareAlike CC BY-NC-SA:
https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode, (see Licence-DB-Sentinel-2-Ships-AGENIUMSpace-v1.2.pdf attached to the dataset). .
The Data base has been created from Copernicus Sentinel data (Sentinel-2) 2019.
The above copyright notice, this permission notice and citation rules shall be included in all copies or substantial portions of the Data base.
THE DATA BASE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE DATA BASE OR THE USE OR OTHER DEALINGS IN THE DATA BASE.
HOW TO CITE:
In addition to properly cite this dataset, it is mandatory that the following work be cited too, when using this dataset in a publication :
This database was performed by AGENIUM Space and funded by the European Space Agency (ESA) in the framework of the EO SCIENCE FOR SOCIETY PERMANENTLY OPEN CALL FOR PROPOSALS EOEP-5 BLOCK 4 issued by the European Space Agency. CORTEX project, ESA/Contract n° 4000129073/19/I-DT.
Lagrange, Adrien; De Vieilleville, François; 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&2)", ESA EO Φ-WEEK 2020 , 28 September - 02 October 2020
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Additional details
References
- https://esacortexproject.agenium-space.com/
- De Vieilleville, François; Lagrange, Adrien; Ruiloba, Rosa and Le Saux, Bertrand, "CORTEX: Deep Learning processing for improving small sat capabilities", ESA EO Φ-WEEK 2020 , 28 September - 02 October 2020
- Lagrange, Adrien; De Vieilleville, François; 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&2)", ESA EO Φ-WEEK 2020 , 28 September - 02 October 2020