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Zhong Zhuang's Projects

basicsr icon basicsr

Basic Super-Resolution Toolbox, including SRResNet, SRGAN, ESRGAN, etc.

cutblur icon cutblur

Rethinking Data Augmentation for Image Super-resolution (CVPR 2020)

deep-compression-pytorch icon deep-compression-pytorch

PyTorch implementation of 'Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding' by Song Han, Huizi Mao, William J. Dally

drn icon drn

Closed-loop Matters: Dual Regression Networks for Single Image Super-Resolution

ecbsr icon ecbsr

Edge-oriented Convolution Block for Real-time Super Resolution on Mobile Devices, ACM Multimedia 2021

esrgan icon esrgan

ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution (Third Region)

falsr icon falsr

Fast, Accurate and Lightweight Super-Resolution models

handyview icon handyview

Handy image viewer based on PyQt5. Convenient for viewing and comparing :-)

ikc icon ikc

Implementation of 'Blind Super-Resolution With Iterative Kernel Correction', based on BasicSR

kair icon kair

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

meta-sr-pytorch icon meta-sr-pytorch

Meta-SR: A Magnification-Arbitrary Network for Super-Resolution (CVPR2019)

mmediting icon mmediting

MMEditing is a low-level vision toolbox based on PyTorch, supporting super-resolution, inpainting, matting, video interpolation, etc.

mwcnn icon mwcnn

Multi-level Wavelet-CNN for Image Restoration

paddleseg icon paddleseg

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

pytorch-handbook icon pytorch-handbook

pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行

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