metadata
license: other
license_name: snap-non-commercial-license
license_link: LICENSE
datasets:
- allenai/objaverse
language:
- en
pipeline_tag: image-to-3d
Model Details
GTR is a large 3D reconstruction model that takes multi-view images as input and enables the generation of high-quality meshes with faithful texture reconstruction within seconds.
Model Description
- Developed by: Snap Research
- License: snap-non-commercial-license
Model Sources
How to Get Started with the Model
Installation
We recommend using Python>=3.10, PyTorch==2.7.0, and CUDA>=12.4.
conda create --name gtr python=3.10
conda activate gtr
pip install -U pip
pip install torch==2.7.0 torchvision==0.22.0 torchmetrics==1.2.1 --index-url https://download.pytorch.org/whl/cu124
pip install -U xformers --index-url https://download.pytorch.org/whl/cu124
pip install -r requirements.txt
How to Use
Please follow instructions here.
Demo
Citation
BibTeX:
@article{zhuang2024gtr,
title={Gtr: Improving large 3d reconstruction models through geometry and texture refinement},
author={Zhuang, Peiye and Han, Songfang and Wang, Chaoyang and Siarohin, Aliaksandr and Zou, Jiaxu and Vasilkovsky, Michael and Shakhrai, Vladislav and Korolev, Sergey and Tulyakov, Sergey and Lee, Hsin-Ying},
journal={arXiv preprint arXiv:2406.05649},
year={2024}
}