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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.

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...