GRM: Large Gaussian Reconstruction Model for Efficient 3D Reconstruction and Generation

GRM: Large Gaussian Reconstruction Model for Efficient 3D Reconstruction and Generation
Yinghao Xu, Zifan Shi, Wang Yifan, Hansheng Chen, Ceyuan Yang, Sida Peng, Yujun Shen, Gordon Wetzstein

[Paper] [Project Page] [Blender Demo] [HF Demo]

The code and models will be released soon!

Results

Blender Demo

https://github.com/justimyhxu/GRM/assets/29980330/0cf713aa-ba87-4a15-a8ee-1b0da643cb3c

Sparse-view Reconstruction

https://github.com/justimyhxu/GRM/assets/29980330/d436bca9-ddf9-4507-aed3-828fd6508ec3

3D Generation

https://github.com/justimyhxu/GRM/assets/29980330/32f41f04-5ebe-4aa4-b1b7-bf4f78e5f197

BibTeX

@article{xu2024grm,
     author    = {Xu, Yinghao and Shi, Zifan and Yifan, Wang and Peng, Sida and Yang, Ceyuan and Shen, Yujun and Wetzstein Gordon},
     title     = {GRM: Large Gaussian Reconstruction Model for Efficient 3D Reconstruction and Generation},
     journal   = {arxiv: 2403.14621},
     year      = {2024},
    }