|
|
---
|
|
|
language:
|
|
|
- en
|
|
|
license: openrail++
|
|
|
library_name: diffusers
|
|
|
tags:
|
|
|
- 3D Gaussian Splatting
|
|
|
- computer vision
|
|
|
pinned: true
|
|
|
---
|
|
|
|
|
|
<h1 align="center">GSFixer Base Model Card</h1>
|
|
|
|
|
|
<p align="center">
|
|
|
<a title="Github" href="https://github.com/GSFix3D/GSFix3D" target="_blank" rel="noopener noreferrer" style="display: inline-block;">
|
|
|
<img src="https://img.shields.io/github/stars/GSFix3D/GSFix3D?label=GitHub%20%E2%98%85&logo=github&color=C8C" alt="Github">
|
|
|
</a>
|
|
|
<a title="Website" href="https://gsfix3d.github.io/" target="_blank" rel="noopener noreferrer" style="display: inline-block;">
|
|
|
<img src="https://img.shields.io/badge/%E2%99%A5%20Project%20-Website-blue" alt="Website">
|
|
|
</a>
|
|
|
<a title="arXiv" href="https://arxiv.org/pdf/2508.14717" target="_blank" rel="noopener noreferrer" style="display: inline-block;">
|
|
|
<img src="https://img.shields.io/badge/%F0%9F%93%84%20Read%20-Paper-AF3436" alt="arXiv">
|
|
|
</a>
|
|
|
<a title="License" href="https://huggingface.co/stabilityai/stable-diffusion-2/blob/main/LICENSE-MODEL" target="_blank" rel="noopener noreferrer" style="display: inline-block;">
|
|
|
<img src="https://img.shields.io/badge/License-OpenRAIL++-929292" alt="License">
|
|
|
</a>
|
|
|
</p>
|
|
|
|
|
|
This model card is for the `gsfixer-base` model, which is designed for novel view repair of an image rendered from a 3DGS model. The model is fine-tuned from the `stable-diffusion-2` [model](https://huggingface.co/stabilityai/stable-diffusion-2) following [Marigold](https://github.com/prs-eth/Marigold/tree/main) protocol.
|
|
|
|
|
|
#### Other Versions
|
|
|
|
|
|
* [gsfixer-full](https://huggingface.co/goldoak1421/gsfixer-full): A version of this model that operates on both mesh and 3DGS input.
|
|
|
|
|
|
|
|
|
## Model Details
|
|
|
- **Developed by:** Jiaxin Wei, Stefan Leutenegger, Simon Schaefer.
|
|
|
- **License:** [CreativeML Open RAIL++-M License](https://github.com/GSFix3D/GSFix3D/blob/main/LICENSES/LICENSE-MODEL.txt).
|
|
|
- **Model Description:** This model can be used to generate a repaired image of an input rendered image.
|
|
|
- **Resolution**: Even though any resolution can be processed, the model inherits the base diffusion model's effective resolution of roughly **768** pixels.
|
|
|
This means that for optimal predictions, any larger input image should be resized to make the longer side 768 pixels before feeding it into the model.
|
|
|
- **Steps and scheduler**: This model was designed for usage with the **DDIM** scheduler and between **1 and 50** denoising steps.
|
|
|
- **Cite as:**
|
|
|
```bibtex
|
|
|
@article{wei2026gsfix3d,
|
|
|
title={GSFix3D: Diffusion-Guided Repair of Novel Views in Gaussian Splatting},
|
|
|
author={Wei, Jiaxin and Leutenegger, Stefan and Schaefer, Simon},
|
|
|
booktitle={2026 International Conference on 3D Vision (3DV)},
|
|
|
year={2026},
|
|
|
organization={IEEE}
|
|
|
}
|
|
|
``` |
