Small PASTIS training dataset config: Self-Supervised Spatio-Temporal Representation Learning of Satellite Image Time Series

DOI10.5281/zenodo.7890479Zenodo7890479MaRDI QIDQ6697644

Dataset published at Zenodo repository.

Author name not available (Why is that?)

Publication date: 2 May 2023

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Description

Files to run the small dataset experiments used in the preprint Self-Supervised Spatio-Temporal Representation Learning Of Satellite Image Time Series available here. This .csv files enables to generate balanced small dataset from the PASTIS dataset. These files are required to run the experiment with a small training data-set, from the open source code ssl_ubarn. In the .csv file name selected_patches_fold_{FOLD}_nb_{NSITS}_seed_{SEED}.csv : FOLD: id which corresponds to one of the 5 experiments run due to PASTIS K-fold. NSITS: Number of SITS selected to construct this training data-set SEED: the randomness used to create this small dataset

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