Package: basicsr
English|简体中文⚡HowTo|🔧Installation|💻Training Commands|🐢DatasetPrepare|🏰Model Zoo📕中文解读文档|📊Plot scripts|📝Introduction||⏳TODO List|❓FAQ🚀 We addBasicSR-Examples, which provides guidance and templates of using BasicSR as a python package. 🚀📢技术交流QQ群：320960100入群答案：互帮互助共同进步🧭入群二维码(QQ、微信)入群指南 (腾讯文档)BasicSR (BasicSuperRestoration) is an open-sourceimage and video restorationtoolbox based on PyTorch, such as super-resolution, denoise, deblurring, JPEG artifacts removal,etc.BasicSR (BasicSuperRestoration) 是一个基于 PyTorch 的开源 图像视频复原工具箱, 比如 超分辨率, 去噪, 去模糊, 去 JPEG 压缩噪声等.🚩New Features/Updates✅ July 26, 2022. Add plot scripts 📊Plot.✅ May 9, 2022. BasicSR joinsXPixel.✅ Oct 5, 2021. AddECBSR training and testingcodes:ECBSR.ACMMM21: Edge-oriented Convolution Block for Real-time Super Resolution on Mobile Devices✅ Sep 2, 2021. AddSwinIR training and testingcodes:SwinIRbyJingyun Liang. More details are inHOWTOs.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. Addbi-directional video super-resolutioncodes:BasicVSRand IconVSR.CVPR21: BasicVSR: The Search for Essential Components in Video Super-Resolution and BeyondMoreIf 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)⚡ HOWTOsWe 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.GANStyleGAN2TrainInferenceFace RestorationDFDNet-InferenceSuper ResolutionESRGANTODOTODOSRGANTODOTODOEDSRTODOTODOSRResNetTODOTODORCANTODOTODOSwinIRTrainInferenceEDVRTODOTODODUF-TODOBasicVSRTODOTODOTOF-TODODeblurringDeblurGANv2-TODODenoiseRIDNet-TODOCBDNet-TODO✨Projects that use BasicSRReal-ESRGAN: A practical algorithm for general image restorationGFPGAN: A practical algorithm for real-world face restorationIf you useBasicSRin your open-source projects, welcome to contact me (byemailor opening an issue/pull request). I will add your projects to the above list 😊📜 License and AcknowledgementThis project is released under theApache 2.0 license.More details aboutlicenseandacknowledgementare inLICENSE.🌏 CitationsIf BasicSR helps your research or work, please consider citing BasicSR.The following is a BibTeX reference. The BibTeX entry requires theurlLaTeX package.@misc{wang2020basicsr,
  author ={Xintao Wang and Ke Yu and Kelvin C.K. Chan and
                  Chao Dong and Chen Change Loy},
  title ={{BasicSR}: Open Source Image and Video Restoration Toolbox},
  howpublished ={\url{https://github.com/xinntao/BasicSR}},
  year ={2018}}Xintao Wang, Ke Yu, Kelvin C.K. Chan, Chao Dong and Chen Change Loy. BasicSR: Open Source Image and Video Restoration Toolbox.https://github.com/xinntao/BasicSR, 2018.📧 ContactIf you have any questions, please emailxintao.wang@outlook.com.QQ群: 扫描左边二维码 或者 搜索QQ群号: 320960100   入群答案：互帮互助共同进步微信群: 我们的一群已经满500人啦，二群也超过200人了；进群可以添加 Liangbin 的个人微信 (右边二维码)，他会在空闲的时候拉大家入群~