GSV3D: Gaussian Splatting-based Geometric Distillation with Stable Video Diffusion for Single-Image 3D Object Generation (ICCV 2025)

This is the official PyTorch codes for the paper:

GSV3D: Gaussian Splatting-based Geometric Distillation with Stable Video Diffusion for Single-Image 3D Object Generation
Ye Tao¹, Jiawei Zhang², Yahao Shi¹, Dongqing Zou^2,3, Bin Zhou^1,3*
1 State Key Laboratory of Virtual Reality Technology and Systems, School of Computer Science and Engineering, Beihang University, ² SenseTime Research, ³ Peace-Bay Academy of Virtual Reality
^*Corresponding author: Bin Zhou, zhoubin@buaa.edu.cn

🔥 News

• 2025.07.28 Create this repo and release related code of our paper.

📄 TODO

• [] Release Checkpoints

🔧 Dependencies and Installation

1. Clone repo

git clone https://github.com/MOMOYATW/GSV3D
cd GSV3D

2. Install packages

conda env create -f environment.yaml

⌛ Quick Inference

Coming soon