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Simply run python run.py launch to start a single training run or python run.py train to start X training runs. You can set the number of different runs
in the provided config.yaml file.
We also proivde a basic slurm launcher to start X jobs on a slurm cluster.
Data
Sadly, we cannot share our ground truth data due to copyright restrictions. We have included a dummy dataset showcasing what our dataloader expects as input.
Citation
Bibtex
@article{kalischek2023cocoa,
title={Cocoa plantations are associated with deforestation in C{\^o}te d’Ivoire and Ghana},
author={Kalischek, Nikolai and Lang, Nico and Renier, C{\'e}cile and Daudt, Rodrigo Caye and Addoah, Thomas and Thompson, William and Blaser-Hart, Wilma J and Garrett, Rachael and Schindler, Konrad and Wegner, Jan D},
journal={Nature Food},
volume={4},
number={5},
pages={384--393},
year={2023},
publisher={Nature Publishing Group}
}
or with DOI
Kalischek, N., Lang, N., Renier, C. et al. Cocoa plantations are associated with deforestation in Côte d’Ivoire and Ghana.
Nat Food 4, 384–393 (2023). https://doi.org/10.1038/s43016-023-00751-8
