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README.md

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+# Diffree
+
+<p align="center">
+  <a href="https://arxiv.org/pdf/2407.16982"><u>[📜 Arxiv]</u></a>
+  &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
+  <a href="https://arxiv.org/pdf/2407.16982"><u>[🔍 Code]</u></a>
+  &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
+  <a href="https://huggingface.co/spaces/LiruiZhao/Diffree"><u>[🤗 Hugging Face Demo]</u></a>
+</p>
+
+[Diffree](https://arxiv.org/pdf/2407.16982) is a diffusion model that enables the addition of new objects to images using only text descriptions, seamlessly integrating them with consistent background and spatial context.
+
+In this repo, we provide the checkpoint for Diffree, and you can also explore and try our model via [🤗 Hugging Face demo](https://huggingface.co/spaces/LiruiZhao/Diffree).
+
+## Citation
+If you found this work useful, please consider citing:
+```
+@article{zhao2024diffree,
+  title={Diffree: Text-Guided Shape Free Object Inpainting with Diffusion Model},
+  author={Zhao, Lirui and Yang, Tianshuo and Shao, Wenqi and Zhang, Yuxin and Qiao, Yu and Luo, Ping and Zhang, Kaipeng and Ji, Rongrong},
+  journal={arXiv preprint arXiv:2407.16982},
+  year={2024}
+}
+```