Update README.md

README.md

@@ -1,3 +1,43 @@
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-license: cc-by-nc-sa-4.0
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+---
+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
+
+<!-- Provide a quick summary of the dataset. -->
+
+<!-- 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).
+```
+