torchgeo/bright

The included version here is the original Challenge dataset version found here with the only difference that the zip file also includes the .txt files that indicate the splits from here.

If you use this dataset in your research, please cite:

@article{chen2025bright, title={BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response}, author={Hongruixuan Chen and Jian Song and Olivier Dietrich and Clifford Broni-Bediako and Weihao Xuan and Junjue Wang and Xinlei Shao and Yimin Wei and Junshi Xia and Cuiling Lan and Konrad Schindler and Naoto Yokoya}, journal={arXiv preprint arXiv:2501.06019}, year={2025}, url={https://arxiv.org/abs/2501.06019}, }

License statement from original repo:

• Label data of BRIGHT are provided under the same license as the optical images, which varies with different events.
• With the exception of two events, Hawaii-wildfire-2023 and La Palma-volcano eruption-2021, all optical images are from Maxar Open Data Program, following CC-BY-NC-4.0 license. The optical images related to Hawaii-wildifire-2023 are from High-Resolution Orthoimagery project of NOAA Office for Coastal Management. The optical images related to La Palma-volcano eruption-2021 are from IGN (Spain) following CC-BY 4.0 license.
• The SAR images of BRIGHT is provided by Capella Open Data Gallery and Umbra Space Open Data Program, following CC-BY-4.0 license.