ml4floods pre-trained models
This repository contains the trained models of 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.
We include the trained models:
- Unet multioutput -
models/WF2_unetv2_all - Unet multioutput S2-to-L8 -
models/WF2_unetv2_bgriswirs - Unet multioutput RGBNIR -
models/WF2_unetv2_rgbi
In order to run any of these models in Landsat or Sentinel-2 scene see the tutorial Inference with clouds aware floods segmentation model in the ml4floods docs.