metadata
license: mit
pipeline_tag: text-to-3d
tags:
- image-to-3d
- text-to-3d
LGM
This model contains the pretrained weights for LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation.
Project Page | Arxiv | Weights
Introduction
LGM can generate 3D objects from image or text within 5 seconds at high-resolution based on Gaussian Splatting.
Model Details
The model is trained on a ~80K subset of Objaverse. For more details, please refer to our paper.
Usage
To download the model:
from huggingface_hub import hf_hub_download
ckpt_path = hf_hub_download(repo_id="ashawkey/LGM", filename="model_fp16.safetensors")
Please refer to our repo for more details on loading and inference.
Citation
@article{tang2024lgm,
title={LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation},
author={Tang, Jiaxiang and Chen, Zhaoxi and Chen, Xiaokang and Wang, Tengfei and Zeng, Gang and Liu, Ziwei},
journal={arXiv preprint arXiv:2402.05054},
year={2024}
}