metadata

license: mit

Cloudy Dataset

Citation

If you use this dataset in your research, please cite our paper: "Light Transport-aware Diffusion Posterior Sampling for Single-View Reconstruction of 3D Volumes"

@InProceedings{Leonard_2025_CVPR,
    author    = {Leonard, Ludwic and Thuerey, Nils and Westermann, R\"udiger},
    title     = {Light Transport-aware Diffusion Posterior Sampling for Single-View Reconstruction of 3D Volumes},
    booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR)},
    month     = {June},
    year      = {2025},
    pages     = {16163-16174}
}

Dataset Details

The dataset comprises of 1400 simulated cloud formations stored as torch tensors. Dimensions are around 512x256x512. Values are normalized between 0 and 0.8.

More information in https://www.github.com/rendervous/cloudy_project