Improving Typhoon Center Location Models by Augmented Typhoon Image and Distillation Methods

The paper is avaliable for download here(coming soon). Click here for more details.

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Dataset

We use StyleGAN2 to train and generate typhoon images. After screening, we finally collected a simulated dataset called TCLD-AD which contain 20,000 unlabeled typhoon images. Our TCLD_AD dataset is available for download at TianYiCloud(4.5GB) or BaiduCloud(4.5GB) (extraction code: 8a6m).
You can get the TCLD_AD dataset at any time but only for scientific research. At the same time, please cite our work when you use the TCLD_AD dataset.

Our model is highly dependent on TCLNet. You can implement our model by simply modifying TCLNet.

Citation

Update soon...