Added dataset

.gitattributes

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+I190000_E97_gen.pth filter=lfs diff=lfs merge=lfs -text
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I190000_E97_gen.pth

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I190000_E97_opt.pth

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README.md

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 ---
-license: unknown
+license: mit
 ---
+
+# Description
+
+This repository contains the pre-trained diffusion models
+associated to the Denoising Diffusion Probabilistic Models
+(DDPM-CD) developed by Wele Gedara Chaminda Bandara, Nithin
+Gopalakrishnan Nair, Vishal M. Patel.
+
+The optimized model is for unsupervised hyperspectral image
+restoration (HIRDiff) is developed by Li Pang, Xiangyu Rui,
+Long Cui, Hongzhong Wang, Deyu Meng, Xiangyong Cao.
+
+# Credits
+
+The repository associated to this data is available at:
+<https://github.com/wgcban/ddpm-cd>
+
+The HIRDiff repository is available at:
+<https://github.com/LiPang/HIRDiff>
+
+The original data was downloaded from:
+<https://www.dropbox.com/scl/fo/eeeclganhghux3g657u6b/AOOeiz4h-Er9RAVD5a_t7GQ>
+
+# Citation
+
+For the original dataset:
+
+```bibtex
+@misc{bandara2024ddpmcdv2,
+    title = {Remote Sensing Change Detection (Segmentation) using Denoising Diffusion Probabilistic Models},
+    author = {Bandara, Wele Gedara Chaminda and Nair, Nithin Gopalakrishnan and Patel, Vishal M.},
+    year = {2022},
+    eprint={2206.11892},
+    archivePrefix={arXiv},
+    primaryClass={cs.CV},
+    doi = {10.48550/ARXIV.2206.11892},
+}
+```
+```bibtex
+@misc{bandara2024ddpmcdv3,
+    title={DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Change Detection}, 
+    author={Wele Gedara Chaminda Bandara and Nithin Gopalakrishnan Nair and Vishal M. Patel},
+    year={2024},
+    eprint={2206.11892},
+    archivePrefix={arXiv},
+    primaryClass={cs.CV},
+    doi = {10.48550/ARXIV.2206.11892},
+}
+```
+
+
+For the improved diffusion model:
+
+```bibtex
+@article{pang2024hir,
+  title={HIR-Diff: Unsupervised Hyperspectral Image Restoration Via Improved Diffusion Models},
+  author={Pang, Li and Rui, Xiangyu and Cui, Long and Wang, Hongzhong and Meng, Deyu and Cao, Xiangyong},
+  journal={arXiv preprint arXiv:2402.15865},
+  year={2024}
+}
+```