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# Preparing Classic5 Dataset | ||
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<!-- [DATASET] --> | ||
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```bibtex | ||
@article{zhang2017beyond, | ||
title={Beyond a {Gaussian} denoiser: Residual learning of deep {CNN} for image denoising}, | ||
author={Zhang, Kai and Zuo, Wangmeng and Chen, Yunjin and Meng, Deyu and Zhang, Lei}, | ||
journal={IEEE Transactions on Image Processing}, | ||
year={2017}, | ||
volume={26}, | ||
number={7}, | ||
pages={3142-3155}, | ||
} | ||
``` | ||
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The test datasets can be download from [here](https://github.com/cszn/DnCNN/tree/master/testsets). | ||
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The folder structure should look like: | ||
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```text | ||
mmediting | ||
├── mmedit | ||
├── tools | ||
├── configs | ||
├── data | ||
| ├── Classic5 | ||
| | ├── input | ||
| | ├── target | ||
``` |
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# 准备 Classic5 数据集 | ||
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<!-- [DATASET] --> | ||
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||
```bibtex | ||
@article{zhang2017beyond, | ||
title={Beyond a {Gaussian} denoiser: Residual learning of deep {CNN} for image denoising}, | ||
author={Zhang, Kai and Zuo, Wangmeng and Chen, Yunjin and Meng, Deyu and Zhang, Lei}, | ||
journal={IEEE Transactions on Image Processing}, | ||
year={2017}, | ||
volume={26}, | ||
number={7}, | ||
pages={3142-3155}, | ||
} | ||
``` | ||
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||
测试数据集可以从 [此处](https://github.com/cszn/DnCNN/tree/master/testsets) 下载。 | ||
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文件目录结构应如下所示: | ||
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```text | ||
mmediting | ||
├── mmedit | ||
├── tools | ||
├── configs | ||
├── data | ||
| ├── Classic5 | ||
``` |
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# Preparing Denoising Dataset | ||
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<!-- [DATASET] --> | ||
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```bibtex | ||
@inproceedings{Zamir2021Restormer, | ||
title={Restormer: Efficient Transformer for High-Resolution Image Restoration}, | ||
author={Syed Waqas Zamir and Aditya Arora and Salman Khan and Munawar Hayat and Fahad Shahbaz Khan and Ming-Hsuan Yang}, | ||
booktitle={CVPR}, | ||
year={2022} | ||
} | ||
``` | ||
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The test datasets (Set12, BSD68, CBSD68, Kodak, McMaster, Urban100) can be download from [here](https://drive.google.com/file/d/1mwMLt-niNqcQpfN_ZduG9j4k6P_ZkOl0/). | ||
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The folder structure should look like: | ||
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||
```text | ||
mmediting | ||
├── mmedit | ||
├── tools | ||
├── configs | ||
├── data | ||
| ├── denoising_gaussian_test | ||
| | ├── Set12 | ||
| | ├── BSD68 | ||
| | ├── CBSD68 | ||
| | ├── Kodak | ||
| | ├── McMaster | ||
| | ├── Urban100 | ||
``` |
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# 准备 Denoising 数据集 | ||
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<!-- [DATASET] --> | ||
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||
```bibtex | ||
@inproceedings{Zamir2021Restormer, | ||
title={Restormer: Efficient Transformer for High-Resolution Image Restoration}, | ||
author={Syed Waqas Zamir and Aditya Arora and Salman Khan and Munawar Hayat and Fahad Shahbaz Khan and Ming-Hsuan Yang}, | ||
booktitle={CVPR}, | ||
year={2022} | ||
} | ||
``` | ||
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||
测试数据集(Set12, BSD68, CBSD68, Kodak, McMaster, Urban100)可以从 [此处](https://drive.google.com/file/d/1P_-RAvltEoEhfT-9GrWRdpEi6NSswTs8/) 下载。 | ||
|
||
文件目录结构应如下所示: | ||
|
||
```text | ||
mmediting | ||
├── mmedit | ||
├── tools | ||
├── configs | ||
├── data | ||
| ├── denoising_gaussian_test | ||
| | ├── Set12 | ||
| | ├── BSD68 | ||
| | ├── CBSD68 | ||
| | ├── Kodak | ||
| | ├── McMaster | ||
| | ├── Urban100 | ||
``` |
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# Preparing Deraining Dataset | ||
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<!-- [DATASET] --> | ||
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```bibtex | ||
@inproceedings{Zamir2021Restormer, | ||
title={Restormer: Efficient Transformer for High-Resolution Image Restoration}, | ||
author={Syed Waqas Zamir and Aditya Arora and Salman Khan and Munawar Hayat and Fahad Shahbaz Khan and Ming-Hsuan Yang}, | ||
booktitle={CVPR}, | ||
year={2022} | ||
} | ||
``` | ||
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The test datasets (Rain100H, Rain100L, Test100, Test1200, Test2800) can be download from [here](https://drive.google.com/file/d/1P_-RAvltEoEhfT-9GrWRdpEi6NSswTs8/). | ||
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||
The folder structure should look like: | ||
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||
```text | ||
mmediting | ||
├── mmedit | ||
├── tools | ||
├── configs | ||
├── data | ||
| ├── Rain100H | ||
| | ├── input | ||
| | ├── target | ||
| ├── Rain100L | ||
| | ├── input | ||
| | ├── target | ||
| ├── Test100 | ||
| | ├── input | ||
| | ├── target | ||
| ├── Test1200 | ||
| | ├── input | ||
| | ├── target | ||
| ├── Test2800 | ||
| | ├── input | ||
| | ├── target | ||
| ├── Test100 | ||
| | ├── input | ||
| | ├── target | ||
``` |
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# 准备 Deraining 数据集 | ||
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||
<!-- [DATASET] --> | ||
|
||
```bibtex | ||
@inproceedings{Zamir2021Restormer, | ||
title={Restormer: Efficient Transformer for High-Resolution Image Restoration}, | ||
author={Syed Waqas Zamir and Aditya Arora and Salman Khan and Munawar Hayat and Fahad Shahbaz Khan and Ming-Hsuan Yang}, | ||
booktitle={CVPR}, | ||
year={2022} | ||
} | ||
``` | ||
|
||
测试数据集(Rain100H, Rain100L, Test100, Test1200, Test2800)可以从 [此处](https://drive.google.com/file/d/1P_-RAvltEoEhfT-9GrWRdpEi6NSswTs8/) 下载。 | ||
|
||
文件目录结构应如下所示: | ||
|
||
```text | ||
mmediting | ||
├── mmedit | ||
├── tools | ||
├── configs | ||
├── data | ||
| ├── Rain100H | ||
| | ├── input | ||
| | ├── target | ||
| ├── Rain100L | ||
| | ├── input | ||
| | ├── target | ||
| ├── Test100 | ||
| | ├── input | ||
| | ├── target | ||
| ├── Test1200 | ||
| | ├── input | ||
| | ├── target | ||
| ├── Test2800 | ||
| | ├── input | ||
| | ├── target | ||
| ├── Test100 | ||
| | ├── input | ||
| | ├── target | ||
``` |
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