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@@ -8,7 +8,7 @@ This repository contains the trained models of the publications:
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Portalés-Julià, Enrique and Mateo-García, Gonzalo and Gómez-Chova, Luis, **Understanding Flood Detection Models Across Sentinel-1 and Sentinel-2 Modalities and Benchmark Datasets.** Available at SSRN: https://ssrn.com/abstract=5118486 or http://dx.doi.org/10.2139/ssrn.5118486
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We include the trained models:
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* **sm_unet_s2** Model trained on the Sentinel-2 L1C bands `["
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* **sm_unet_s1** Model trained on the Sentinel-1 GRD data (`[VV, VH]` channels) from the S1S2Water and Kuro Siwo datasets.
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* **mm_unet_s1s2** Dual stream with modality token model, trained on the S1S2Water (Sentinel-1 GRD and Sentinel-2 L1C data), WorldFloods (Sentinel-2 L1C) and Kuro Siwo Sentinel-1 GRD data.
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Portalés-Julià, Enrique and Mateo-García, Gonzalo and Gómez-Chova, Luis, **Understanding Flood Detection Models Across Sentinel-1 and Sentinel-2 Modalities and Benchmark Datasets.** Available at SSRN: https://ssrn.com/abstract=5118486 or http://dx.doi.org/10.2139/ssrn.5118486
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We include the trained models:
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* **sm_unet_s2** Model trained on the Sentinel-2 L1C bands `["B02", "B03", "B04", "B08", "B11", "B12"]` from the S1S2Water and WorldFloods datasets.
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* **sm_unet_s1** Model trained on the Sentinel-1 GRD data (`[VV, VH]` channels) from the S1S2Water and Kuro Siwo datasets.
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* **mm_unet_s1s2** Dual stream with modality token model, trained on the S1S2Water (Sentinel-1 GRD and Sentinel-2 L1C data), WorldFloods (Sentinel-2 L1C) and Kuro Siwo Sentinel-1 GRD data.
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