---
license: cc-by-nc-sa-4.0
arxiv: 2502.0405
pretty_name: PartEdit
---

<div align="center">

[![Paper](https://img.shields.io/badge/arXiv-2502.04050-b31b1b)](https://arxiv.org/abs/2502.04050)
[![Project Page](https://img.shields.io/badge/🌐-Project_Website-blue)](https://gorluxor.github.io/part-edit/)
[![🎨 SIGGRAPH 2025](https://img.shields.io/badge/🎨%20Accepted-SIGGRAPH%202025-blueviolet)](https://dl.acm.org/doi/10.1145/3721238.3730747)
[![demo](https://img.shields.io/badge/🤗%20demo-Aleksandar/PartEdit-blue.svg)](https://huggingface.co/spaces/Aleksandar/PartEdit)
</div>

# Dataset Card for Dataset Name

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<!-- This dataset card aims to be a base template for new datasets. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/datasetcard_template.md?plain=1). -->

This is part of the release of [PartEdit: Fine-Grained Image Editing using Pre-Trained Diffusion Models](https://arxiv.org/abs/2502.04050), which was accepted in Siggraph 2025.

Contains extra custom images/masks used for optimizing embeddings for some of the classes. Additionally, the embeddings used in the demo/inference are hosted here in pt/safetensor folders.

## Citation 

<!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->

**BibTeX:**
```
@inproceedings{cvejic2025partedit,
  title={PartEdit: Fine-Grained Image Editing using Pre-Trained Diffusion Models},
  author={Cvejic, Aleksandar and Eldesokey, Abdelrahman and Wonka, Peter},
  booktitle={Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference Conference Papers},
  pages={1--11},
  year={2025}
}
```
**APA:**
```
Cvejic, A., Eldesokey, A., & Wonka, P. (2025, August). PartEdit: Fine-Grained Image Editing using Pre-Trained Diffusion Models. In Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference Conference Papers (pp. 1-11).
```