Code to support loading the SSL4EO-EU-Forest dataset

Dataset

Details on HuggingFace: https://huggingface.co/datasets/dm4eo/ssl4eo_eu_forest .

Quickstart

Install the ssl4eu_eu_forest Python module:

pip install git+https://github.com/cmalbrec/ssl4eo_eu_forest.git

and stream-load a sample through the custom TorchGeo dataset:

from ssl4eo_eu_forest import SSL4EOEUForestTG
dataset = SSL4EOEUForestTG(root="./cache")

Additional details provides README.ipynb.

Funding

This work was carried under the EvoLand project, cf. https://www.evo-land.eu . This project has received funding from the European Union's Horizon Europe research and innovation programme under grant agreement No. 101082130.

Citation

@misc{ssl4eo_eu_forest,
  author       = {Braham Ait Ali, Nassim and Albrecht, Conrad M},
  title        = {SSL4EO-EU Forest Dataset},
  year         = {2025},
  howpublished = {https://github.com/cmalbrec/ssl4eo_eu_forest},
  doi          = {10.5281/zenodo.17290776}
}