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  ## Model description
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- This UNet model identifies contrails in satellite images. It takes pre-processed .npy files (images) from the OpenContrails dataset [here](https://arxiv.org/abs/2304.02122) as its inputs, and returns a "mask" image showing only the contrails overlayed on the same area.
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  We achieve a Mean IOU of 0.6951 on the validation set.
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  ## Intended uses
 
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  ## Model description
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+ This TransUNet model identifies contrails in satellite images. It takes pre-processed .npy files (images) from the OpenContrails dataset [here](https://arxiv.org/abs/2304.02122) as its inputs, and returns a "mask" image showing only the contrails overlayed on the same area.
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  We achieve a Mean IOU of 0.6951 on the validation set.
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  ## Intended uses