| --- |
| license: mit |
| --- |
| |
| # Cloudy Dataset |
|
|
| <!-- Provide a quick summary of the 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" |
|
|
| ```bibtex |
| @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. |
|
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| More information in |
| https://www.github.com/rendervous/cloudy_project |
| |
