tc_data_aug

Official repository for the paper titled "A systematic framework for data augmentation for tropical cyclone intensity estimation using deep learning"

The data necessary to replicate the results in the paper can be found here: https://zenodo.org/records/12206103

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
EDA and train_test_split.ipynb		EDA and train_test_split.ipynb
README.md		README.md
balance_ibtracs_saffir_simpson.ipynb		balance_ibtracs_saffir_simpson.ipynb
crop_gridsat.ipynb		crop_gridsat.ipynb
models.py		models.py
paper_plots_final.ipynb		paper_plots_final.ipynb
plot_architectures.ipynb		plot_architectures.ipynb
train_and_test.py		train_and_test.py
utils.py		utils.py
visualize_augmentations.ipynb		visualize_augmentations.ipynb

Provide feedback