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Sentinel-2 Global-scale Open access Labelled Dataset

Acronym: S2-GOLD

Description

A global-scale Sentinel-2 dataset for training machine learning models. We collected data from various parts of the globe and labelled them with 15 classes: Water, Snow, Clouds, Lava, Cirrus, Vegetation, Bare Soil, Ice, Cloud Shadow, Sand, Desert, Urban Area, Rocky Desert, Rock, Burnt Area, and Topological Shadow.The dataset consists of sample points obtained from Sentinel-2 imagery, visually inspected and manually labelled with above-mentioned classes.

Contact

Email
luca.de-felice (at) ec.europa.eu

Datasets (1)

DATASET | Last updated:
S2-GOLD

The dataset was created by manually classifying pixels using Sentinel-2 scenes, where objects represented various water and non-water targets.

Additional information

Published by
European Commission, Joint Research Centre
Created date
2023-09-25
Modified date
2023-09-25