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Published September 9, 2021 | Version 1.0
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Tropical Cyclone Wind Estimation model

Authors/Creators

  • 1. Microsoft AI for Good

Description

This is a pytorch model trained on the Tropical Cyclone Wind Estimation Competition dataset with the TorchGeo package.

The files in this upload include:

  • last.ckpt - The final model checkpoint
  • experiment_config.yaml - The configuration file used with `train.py` to generate the trained model.

The model checkpoint achieves an RMSE of 8.9319 on the test split.

Files

Files (134.2 MB)

Name Size Download all
md5:a71ba21c54a78ad3ec52c269baf2c70a
1.7 kB Download
md5:49e9e52d741e01e5092cc9b24f4675b7
134.2 MB Download

Additional details

Related works

Cites
Dataset: 10.34911/rdnt.xs53up (DOI)