BasicSR Download - BasicSR Source code download

BasicSR

Python

v1.4.2 Release Note

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⚡ HowTo | ? Installation | Training Commands | ? DatasetPrepare | ? Model Zoo

We add BasicSR-Examples, which provides guidance and templates of using BasicSR as a python package.
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BasicSR ( Basic S uper Re estoration) is an open-source image and video restoration toolbox based on PyTorch, such as super-resolution, denoise, deblurring, JPEG artifacts removal, etc.
BasicSR ( Basic S uper Re estoration) is an open source image video recovery toolbox based on PyTorch, such as super resolution, denoising, defuzzing, decompressing JPEG noise, etc.

New Features/Updates

✅ July 26, 2022. Add plot scripts Plot.
✅ May 9, 2022. BasicSR joins XPixel.
✅ Oct 5, 2021. Add ECBSR training and testing codes: ECBSR.
ACMMM21: Edge-oriented Convolution Block for Real-time Super Resolution on Mobile Devices
✅ Sep 2, 2021. Add SwinIR training and testing codes: SwinIR by Jingyun Liang. More details are in HOWTOs.md
✅ Aug 5, 2021. Add NIQE, which produces the same results as MATLAB (both are 5.7296 for tests/data/baboon.png).
✅ July 31, 2021. Add bi-directional video super-resolution codes: BasicVSR and IconVSR.
CVPR21: BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond
More

If BasicSR helps your research or work, please help to this repo or recommend it to your friends. Thanks?
Other recommended projects:
▶️ Real-ESRGAN: A practical algorithm for general image restoration
▶️ GFPGAN: A practical algorithm for real-world face restoration
▶️ facexlib: A collection that provides useful face-relation functions.
▶️ HandyView: A PyQt5-based image viewer that is handy for view and comparison.
▶️ HandyFigure: Open source of paper figures
_{(ESRGAN, EDVR, DNI, SFTGAN)} _{(HandyCrawler, HandyWriting)}

⚡ HOWTOs

We provide simple pipelines to train/test/inference models for a quick start. These pipelines/commands cannot cover all the cases and more details are in the following sections.

GAN
StyleGAN2	Train	Inference
Face Restoration
DFDNet	-	Inference
Super Resolution
ESRGAN	TODO	TODO	SRGAN	TODO	TODO
EDSR	TODO	TODO	SRResNet	TODO	TODO
RCAN	TODO	TODO	SwinIR	Train	Inference
EDVR	TODO	TODO	DUF	-	TODO
BasicVSR	TODO	TODO	TOF	-	TODO
Deblurring
DeblurGANv2	-	TODO
Denoise
RIDNet	-	TODO	CBDNet	-	TODO

Projects that use BasicSR

Real-ESRGAN : A practical algorithm for general image restoration
GFPGAN : A practical algorithm for real-world face restoration

If you use BasicSR in your open-source projects, welcome to contact me (by email or opening an issue/pull request). I will add your projects to the above list ?

License and Acknowledgement

This project is released under the Apache 2.0 license.
More details about license and acknowledgement are in LICENSE.

? Citations

If BasicSR helps your research or work, please cite BasicSR.
The following is a BibTeX reference. The BibTeX entry requires the url LaTeX package.

@misc{basicsr,
  author =       {Xintao Wang and Liangbin Xie and Ke Yu and Kelvin C.K. Chan and Chen Change Loy and Chao Dong},
  title =        {{BasicSR}: Open Source Image and Video Restoration Toolbox},
  howpublished = { url {https://github.com/XPixelGroup/BasicSR}},
  year =         {2022}
}

Xintao Wang, Liangbin Xie, Ke Yu, Kelvin CK Chan, Chen Change Loy and Chao Dong. BasicSR: Open Source Image and Video Restoration Toolbox. https://github.com/xinntao/BasicSR, 2022.

? Contact

If you have any questions, please email [email protected] , [email protected] .

QQ group : Scan the QR code on the left or search for the QQ group number: 320960100 Answer to join the group: Help each other and make progress together
WeChat group : One of our group has 500 people, and the second group has more than 200 people. If you enter the group, you can add Liangbin’s personal WeChat (QR code on the right), and he will bring everyone into the group when he is free~