WorldFloodsv2 dataset This repository contains the WorldFloodsv2 dataset released with the publication: E. Portalés Julià, G. Mateo García, C. Purcell, and L. Gómez Chova Global flood extent segmentation in optical satellite images. Scientific Reports 13, 20316 (2023). DOI: 10.1038/s41598 023 47595 7. The WorldFloodsv2 database contains 509 pairs of Sentinel 2 images and flood segmentation masks. Splitted in train, val and test sets. It requires approximately 76GB of hard disk storage. Download the dataset Explore the dataset The following ml4floods tutorials may help you explore and use this dataset: 1. The exploring WorldFloodsv2 tutorial shows how to process the dataset and plot the images and masks. 1. The WorldFloodsV2 torch dataset tutorial shows how to load the dataset with pytorch data loaders. Licence The WorldFloods database and all pre trained models are released under a Creative Commons non commercial licence Cite If you find this work useful, please cite:
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