Towards Transformer-based Homogenization of Satellite Imagery for Landsat-8 and Sentinel-2,
13 Aug. 2022
(papers)Our abstract Towards Transformer-based Homogenization of Satellite Imagery for Landsat-8 and Sentinel-2 was accepted for presentation on the Transformers Workshop for Environmental Science.
In summary, we somewhat surprisingly found that transformers, a neural network architecture that achieves state-of-the-art results on most tasks it is applied to, does not outperform a vanilla U-Net model on our particular superresolution task.
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Superresolution