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cszn/README.md

Kai Zhang visitors

[Homepage] [Google Scholar] [ResearchGate] [知乎]

I am currently a postdoctoral researcher at Computer Vision Lab, ETH Zurich, Switzerland.

News

We released the training code of BSRGAN and SwinIR!

News

We released the testing code of BSRGAN!

News

I added the awesome face image enhancement method GPEN (CVPR21) into KAIR!

🌱 My Repositories

BSRGAN KAIR USRNet DPIR IRCNN SRMD DPSR DnCNN FFDNet

The pytorch training and testing codes of SRMD, DnCNN, FFDNet can be found in KAIR.

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  1. KAIR Public

    Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

    Python 1.2k 287

  2. BSRGAN Public

    Designing a Practical Degradation Model for Deep Blind Image Super-Resolution (ICCV, 2021) (PyTorch) - We released the training code!

    Python 425 75

  3. USRNet Public

    Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)

    Python 626 100

  4. DPIR Public

    Plug-and-Play Image Restoration with Deep Denoiser Prior (IEEE TPAMI 2021) (PyTorch)

    Python 275 54

  5. DnCNN Public

    Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

    MATLAB 1k 478

  6. IRCNN Public

    Learning Deep CNN Denoiser Prior for Image Restoration (CVPR, 2017) (Matlab)

    MATLAB 494 165

475 contributions in the last year

Dec Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Mon Wed Fri
Activity overview
Contributed to cszn/KAIR, cszn/BSRGAN, cszn/cszn.github.io and 5 other repositories
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Contribution activity

November 2021

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