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Kai Guo's Projects

basicsr icon basicsr

Open Source Image and Video Restoration Toolbox, especially for Super-Resolution, including EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, etc. Also support StyleGAN2.

depix icon depix

Recovers passwords from pixelized screenshots

kernel-prediction-networks-pytorch icon kernel-prediction-networks-pytorch

Reimplement of 'Burst Denoising with Kernel Prediction Networks' and 'Multi-Kernel Prediction Networks for Denoising of Image Burst' by using PyTorch

multiscaleinterpolation icon multiscaleinterpolation

Code of multi-scale semi-local image interpolation algorithm described in "Multiscale Semilocal Interpolation With Antialiasing, K. Guo, X. Yang, H. Zha, W. Lin and S. Yu, IEEE Trans. on Image Processing, 2012".

realsr icon realsr

Toward Real-World Single Image Super-Resolution: A New Benchmark and A New Model (ICCV 2019)

realsr-1 icon realsr-1

Real-World Super-Resolution via Kernel Estimation and Noise Injection

srsurvey icon srsurvey

A Deep Journey into Super-resolution: A Survey, ACM Computing Surveys

tdan-vsr-cvpr-2020 icon tdan-vsr-cvpr-2020

TDAN: Temporally-Deformable Alignment Network for Video Super-Resolution, CVPR 2020

waifu2x-extension-gui icon waifu2x-extension-gui

Image, GIF and Video enlarger/upscaler(super-resolution) achieved with Waifu2x, SRMD, RealSR, Anime4K and ACNet.

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