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bigs
desmondlzy/bigs
bigs is a machine learning model from desmondlzy. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as bsd-3-clause.
The pretrained models for BiGS: Bidirectional Primitives for Relightable 3D Gaussian Splatting (3DV 2025). Please refer to our code release (github) for using the checkpoints. Also check out our project page, dataset,…
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Updated Mar 11, 2025
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At a glance
- License
- bsd-3-clause
- Access
- Public
- Created
- Mar 10, 2025
- Updated
- Mar 11, 2025
- SHA
- ad28958a
Datasets
Model card
From the Hugging Face model README
BiGS Models
The pretrained models for BiGS: Bidirectional Primitives for Relightable 3D Gaussian Splatting (3DV 2025). Please refer to our code release (github) for using the checkpoints. Also check out our project page, dataset, and paper (arxiv).
Citation
If you use our work in your research, please consider citing us with the below bibtex entry:
@misc{zhenyuan2024bigs,
title={BiGS: Bidirectional Primitives for Relightable 3D Gaussian Splatting},
author={Liu Zhenyuan and Yu Guo and Xinyuan Li and Bernd Bickel and Ran Zhang},
year={2024},
eprint={2408.13370},
url={https://arxiv.org/abs/2408.13370},
}
Acknowledgments
Our synthetic data is generated using Mitsuba. We thank the 3D models' creators: Keenan Crane for Spot; Stanford Computer Graphics Laboratory for the models Dragon and Bunny; Wenzel Jakob for the model Mistuba Ball. Special thanks to Changxi Zheng for supporting the internship program at Tencent Pixel Lab.
- License
- bsd-3-clause
- Created
- Mar 10, 2025
- Updated
- Mar 11, 2025