Basicsr

🚀 See you again 😸

📢📢📢
✅ Add Chinses docs: https://github.com/XPixelGroup/BasicSR-docs. Download the PDF here: https://github.com/XPixelGroup/BasicSR-docs/releases
✅ BasicSR 的中文解读文档来啦: https://github.com/XPixelGroup/BasicSR-docs. 你可以从以下链接下载完整 PDF： https://github.com/XPixelGroup/BasicSR-docs/releases

✨ **Highlights**
✅ [fix bgr2ycbcr bug in color conversion](https://github.com/XPixelGroup/BasicSR/commit/85c1c0191eaebcc4819938fc9cddd1aca8609622)

<p align="center">
<img src="https://raw.githubusercontent.com/XPixelGroup/BasicSR/master/assets/basicsr_xpixel_logo.png" height=150>
</p>

🚀 Long time no see ☄️

This is the first time that BasicSR is released under the XPixelGroup :-)

✨ **Highlights**
✅ [Add training codes of BasicVSR++](https://github.com/XPixelGroup/BasicSR/commit/ab55f479f26ca28cd03426ef492f83fec4f4c68c)
✅ [Add inference code of BasicVSR++](https://github.com/XPixelGroup/BasicSR/commit/786c5fd4d090b16d447d22bb5fc9e7fe7971d834)
✅ [add psnr ssim pytorch version](https://github.com/XPixelGroup/BasicSR/commit/01a75fb9fcdc686b3af9f6602d392e6c6fae0b32)
✅ [add LDL loss](https://github.com/XPixelGroup/BasicSR/commit/542507534c3e959f7598e6f74687738a930b9b7a)
✅ Add online document: [basicsr.readthedocs.io/en/latest/](https://basicsr.readthedocs.io/en/latest/)
✅ [update loss registry](https://github.com/XPixelGroup/BasicSR/commit/fc36502cc406f3b23b97c3910483d95ce232625a)
✅ [add realesrgan to basicsr](https://github.com/XPixelGroup/BasicSR/commit/dd7d188b4adaf9b2b6db303e01b4de7c28d2d737)
✅ [support registry with basicsr suffix](https://github.com/XPixelGroup/BasicSR/commit/2f0ad00923db3370a9609cb722531da59925c7b5)

📢📢📢
我们正在准备 BasicSR 的📕[中文解读文档](https://github.com/XPixelGroup/BasicSR-docs)。将在近期 release :-)

<p align="center">
<img src="https://raw.githubusercontent.com/XPixelGroup/BasicSR/master/assets/basicsr_xpixel_logo.png" height=150>
</p>

Have a nice day 😸 and happy everyday 😃

I am happy to add a simple logo to BasicSR 😋 (designed by myself! and inspired by the [4K logo](https://www.google.com/search?q=4k+logo))
So I release a new version~

You can see it on [ReadMe](https://github.com/xinntao/BasicSR)

(I know that there are still a lot of things to improve in BasicSR =-= I will put more time on it~ )

<p align="center">
<img src="https://raw.githubusercontent.com/xinntao/BasicSR/master/assets/basicsr_logo.png" height=150>
</p>

🚀 See you again ☄️

This is a minor update. It is mainly for the [release of Real-ESRGAN](https://github.com/xinntao/Real-ESRGAN/releases/tag/v0.2.3.0) 😄 , in which we release small models for anime videos.


✨✨✨ Highlight

- fix bug in AvgTimer: https://github.com/xinntao/BasicSR/commit/c05b52798fe29dbb45c839780c10e8a9cd2eebe5
- add pytest unittest framework

🚀 See you again ☄️


✨✨✨ Highlight


✅ [New method] Add ECBSR training and testing codes. (478)
> ACMMM21: Edge-oriented Convolution Block for Real-time Super Resolution on Mobile Devices <be>
> Xindong Zhang, Hui Zeng, Lei Zhang

✅ [Features] Support **multiple validation** datasets and also print the **best metric value** results.

> Example:
<p align="center">
<img src="https://user-images.githubusercontent.com/17445847/136012453-43a4a571-131c-4a67-a3e7-66e13f58718b.png" height="280"></p>


✅ [Bug fix] `metric_data` is not initialized when no metric is used during validation. See [Here](https://github.com/xinntao/BasicSR/commit/2a590e92c01be5fe007ff0ac10a1b968e401839d)

🚀 Long time no see 😹


✨✨✨ **Highlight**

✅ [Features] Support multiple inputs for **metrics during validation** (467)
✅ [Bug fix] Fix bug in option: `force_yml` sometimes cannot be correctly modified
✅ [Bug fix] Fix bug in redsrecurrentdataset: support interval argument (463)
✅ [Enhancement] add codespell hook, fix typos discovered by codespell


📢 📢 📢

建立了 BasicSR交流讨论的 QQ群和微信群：

技术交流QQ群：**320960100** 入群答案：**互帮互助共同进步**

:loudspeaker: [入群指南 (腾讯文档)](https://docs.qq.com/doc/DYXBSUmxOT0xBZ05u)

:compass: 入群二维码
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<img src="https://user-images.githubusercontent.com/17445847/134879983-6f2d663b-16e7-49f2-97e1-7c53c8a5f71a.jpg" height="300"> &emsp; &emsp;
<img src="https://user-images.githubusercontent.com/17445847/134880057-f08e3d3b-2ab1-4ae8-966d-5753fe1f402a.png" height="300">
</p>