On the Pereira Landsat-8 wildfire dataset, a Swin-Unet achieves 89.93% IoU (0.93% above the best published CNN baseline), while a custom CNN U-Net achieves 93.58% IoU.
Wildfire detection from multisensor satellite imagery using deep semantic segmentation
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Fighting Fires from Space: Leveraging Vision Transformers for Enhanced Wildfire Detection and Characterization
On the Pereira Landsat-8 wildfire dataset, a Swin-Unet achieves 89.93% IoU (0.93% above the best published CNN baseline), while a custom CNN U-Net achieves 93.58% IoU.