CloudCast

Repo for the CloudCast: A Satellite-Based Dataset and Baseline for Forecasting Clouds paper

Training

python run.py --train True --batch_size 2 --num_gpu 2 --data_backend ddp

Testing

python run.py --train False --batch_size 2 --num_gpu 1 --data_backend dp --pretrained_path './models/pretrained.ckpt'

Visualization

Look into the saved_images folder.

Citation

If you use this work in your own research, please cite the following:

@ARTICLE{CloudCastNielsen,
  author={A. H. {Nielsen} and A. {Iosifidis} and H. {Karstoft}},
  journal={IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, 
  title={CloudCast: A Satellite-Based Dataset and Baseline for Forecasting Clouds}, 
  year={2021},
  volume={},
  number={},
  pages={1-1},
  doi={10.1109/JSTARS.2021.3062936}}