Added models

.gitattributes

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 *.zip filter=lfs diff=lfs merge=lfs -text
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+drunet_color.pth filter=lfs diff=lfs merge=lfs -text
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README.md

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 ---
 license: mit
 ---
+
+
+# Description
+
+This repository contains models for image restoration collected from the following sources:
+<https://github.com/cszn/IRCNN>
+<https://github.com/cszn/DPIR>
+<https://github.com/yuanzhi-zhu/DiffPIR>
+
+
+
+# Citation
+If you use this models, please cite:
+
+```bibtex
+ @inproceedings{zhang2017learning,
+   title={Learning Deep CNN Denoiser Prior for Image Restoration},
+   author={Zhang, Kai and Zuo, Wangmeng and Gu, Shuhang and Zhang, Lei},
+   booktitle={IEEE Conference on Computer Vision and Pattern Recognition},
+   pages={3929--3938},
+   year={2017},
+ }
+```
+
+```bibtex
+@article{zhang2021plug,
+  title={Plug-and-Play Image Restoration with Deep Denoiser Prior},
+  author={Zhang, Kai and Li, Yawei and Zuo, Wangmeng and Zhang, Lei and Van Gool, Luc and Timofte, Radu},
+  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
+  volume={44},
+  number={10},
+  pages={6360-6376},
+  year={2021}
+}
+```
+
+```bibtex
+@inproceedings{zhu2023denoising, % DiffPIR
+      title={Denoising Diffusion Models for Plug-and-Play Image Restoration},
+      author={Yuanzhi Zhu and Kai Zhang and Jingyun Liang and Jiezhang Cao and Bihan Wen and Radu Timofte and Luc Van Gool},
+      booktitle={IEEE Conference on Computer Vision and Pattern Recognition Workshops (NTIRE)},
+      year={2023},
+}
+```

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