AaronFeng753/Waifu2x-Extension-GUI

GitHub: AaronFeng753/Waifu2x-Extension-GUI

一款集成多种 AI 算法的图形界面工具，用于对图像、GIF 和视频进行超分辨率放大及视频帧插值处理。

Stars: 16505 | Forks: 1040

Waifu2x-Extension-GUI

使用机器学习进行照片/视频/GIF放大及视频帧插值

支持 AMD / Nvidia / Intel GPU

### [📜中文说明文档](https://github.com/AaronFeng753/Waifu2x-Extension-GUI/blob/master/README_CN.md) # [💾下载最新稳定版 (Windows x64)](https://github.com/AaronFeng753/Waifu2x-Extension-GUI/releases/latest) 为搭载 `Intel/AMD/Nvidia` GPU 的 `Windows x64` PC 下载最新的便携版压缩包。下载最新版本➡：https://github.com/AaronFeng753/Waifu2x-Extension-GUI/releases/latest #### [📝完整更新日志](https://github.com/AaronFeng753/Waifu2x-Extension-GUI/blob/master/Change_log.md) 支持的语言：English, 简体中文, 繁體中文. # 什么是 Waifu2x-Extension-GUI？ ### 使用深度卷积神经网络对 `Image` & `GIF` & `Video` 进行 `超分辨率` 处理，以及视频 `帧插值`。 ### ✨主要特性： - 💡易于使用：只需解压并启动。内置的 `设置预设` 可以帮您通过 `一键点击` 调整所有设置。 - 📺多媒体支持：支持同时处理图像和动态 GIF&APNG&WebP 及视频。 - 😍全面支持各种图像风格：内置多种算法，无论是 2D 动漫，还是您的日常照片和视频，本软件都能应对自如。 - 🎞视频帧插值：在放大视频后自动使用 AI 进行插帧。 - ⚡视频帧分析：分析视频帧以提高视频质量并加速视频处理。 - ✅出色的兼容性：内置多种引擎，兼容几乎所有现代 Windows PC。 - 📊灵活的多线程设置：您可以自由调整线程数量，同时为每个引擎提供一套完整的设置，充分利用您 PC 的所有能力。 - 🚀🚀🚀多 GPU 支持：所有内置引擎均支持多 GPU。 - 🛠众多自定义设置：您可以通过调整软件中丰富的自定义设置来实现工作流的自动化。 - 🤖智能设置：本软件可根据您的 PC 硬件信息以及待处理文件的信息，自动调整某些软件设置。 - 😉易于使用的图形用户界面。 - 📨持续的维护与更新。

``` Built-in super-resolution algorithms: Waifu2x / SRMD / RealSR / Real-ESRGAN / Real-CUGAN / Anime4K ACNet / RTX Super Resolution (RTX VSR / RTX Video Super Resolution) Built-in super-resolution engines: Waifu2x-caffe / Waifu2x-converter / Waifu2x-ncnn-vulkan SRMD-ncnn-vulkan / RealSR-ncnn-vulkan / Anime4KCPP / SRMD-CUDA RealESRGAN-NCNN-Vulkan / Real-CUGAN-ncnn-vulkan / RTX Super Resolution Built-in Video frame interpolation algorithms: RIFE / CAIN / DAIN / IFRNet Built-in Video frame interpolation engines: rife-ncnn-vulkan / cain-ncnn-vulkan / dain-ncnn-vulkan IFRNet-ncnn-vulkan ``` #### ✅已在 `AMD` RX 550, `NVIDIA` GeForce RTX 3060/4060 和 `Intel` UHD 620 上通过测试。 ![主窗口](/Screenshot/mainwindow.jpg) ![引擎设置](/Screenshot/Engine_Settings_EN.jpg) ![视频设置](/Screenshot/VideoSettings_EN.jpg) ![附加设置](/Screenshot/Additional_Settings_EN.jpg) # [示例👀](https://github.com/AaronFeng753/Waifu2x-Extension-GUI/tree/master/Samples/) ### [➡对比 (3D 真实场景)](https://imgsli.com/NjQ4NzY) #### [照片由 Jonatan Pie 拍摄于 Unsplash](https://unsplash.com/photos/Yv9WbjBgZXY) ![对比](/Samples/image/Comparison_3D_Real-life.png) ### [➡对比 (2D 动漫)](https://imgsli.com/MjUyNDAx) ![对比](/Samples/image/Comparison.jpg) #### 原始 2D 动漫图像 480x300: ![原始图像](/Samples/image/Original_[480x300].jpg) #### 经过 4 倍放大、降噪和 JPG 压缩后 1920x1200：[🔗对比](https://imgsli.com/MjUyNDA0) ![放大图像](/Samples/image/Waifu2x_4x_[1920x1200].jpg) #### 原始 GIF 500 x 372: ![原始 GIF](/Samples/gif/GIF_2_original.gif) #### 经过 2 倍放大、降噪和 GIF 优化后 1000 x 744: ![原始 GIF](/Samples/gif/GIF_2_waifu2x.gif) #### `Github 不支持在线视频播放，请查看下方链接：` ### **`视频`** : https://github.com/AaronFeng753/Waifu2x-Extension-GUI/tree/master/Samples/video # [📄许可证](https://github.com/AaronFeng753/Waifu2x-Extension-GUI/blob/master/LICENSE) #### Waifu2x-Extension-GUI 仅限个人免费使用。 #### 如果您希望将 Waifu2x-Extension-GUI 用于商业用途，请从以下地址购买高级版： #### https://www.patreon.com/aaronfeng # 隐私政策🙈🙉🙊 我们尊重您的隐私，以下是本软件的隐私政策： ``` 1. This software won't upload anything to the internet, so we won't collect any data from you, we don't even have a server. 2. This software will only connect to the internet when checking for new updates and update the QRCode on the Donate tab, which will download two .ini files and two .jpg files from GitHub and Gitee. (Gitee is a copycat version of GitHub in The People's Republic of China, you can disable downloading anything from Gitee by enabling [Ban Gitee] in [Additional settings]) In conclusion, we won't collect any data from you. ``` # 💝致谢💝： - ❤所有捐赠者❤ - 特别感谢 [@CAFUCSteven](https://github.com/CAFUCSteven) 帮助我测试软件，报告多个错误并提供了许多建议。 - 特别感谢 [@MrZihan](https://github.com/MrZihan) 创建了 [SRMD-CUDA](https://github.com/MrZihan/Super-resolution-SR-CUDA) 引擎并帮助我将其集成到 Waifu2x-Extension-GUI 中。 - Anime4K: https://github.com/bloc97/Anime4K - Anime4KCPP: https://github.com/TianZerL/Anime4KCPP - APNG Assembler: https://sourceforge.net/projects/apngasm/ - APNG Disassembler: https://sourceforge.net/projects/apngdis/ - APNG Optimizer: https://sourceforge.net/projects/apng/files/APNG_Optimizer/ - Beautiful Soup: https://www.crummy.com/software/BeautifulSoup/ - cain-ncnn-vulkan: https://github.com/nihui/cain-ncnn-vulkan - Channel Attention Is All You Need for Video Frame Interpolation: https://github.com/myungsub/CAIN - DAIN ncnn Vulkan: https://github.com/nihui/dain-ncnn-vulkan - DAIN (Depth-Aware Video Frame Interpolation): https://github.com/baowenbo/DAIN - FFmpeg: https://ffmpeg.org/ - FFmpeg Builds - gyan.dev: https://www.gyan.dev/ffmpeg/builds/ - FFmpeg Builds - Zeranoe (此网站已停止运营): https://ffmpeg.zeranoe.com/builds/ - Gifsicle: https://www.lcdf.org/gifsicle/ - GIMP: https://www.gimp.org/ - GNU Wget: https://www.gnu.org/software/wget/ - IFRNet: https://github.com/ltkong218/IFRNet - ifrnet-ncnn-vulkan: https://github.com/nihui/ifrnet-ncnn-vulkan - ImageMagick: http://www.imagemagick.org/ - ImDisk Toolkit: https://sourceforge.net/projects/imdisk-toolkit/ - NCNN: https://github.com/Tencent/ncnn - NirCmd: https://www.nirsoft.net/utils/nircmd.html - NSIS: https://nsis.sourceforge.io/ - Nvidia: https://www.nvidia.com/ - OpenCV: https://opencv.org/ - Pillow: https://python-pillow.org/ - PyInstaller: https://github.com/pyinstaller/pyinstaller - Python: https://www.python.org/ - QT: https://www.qt.io/ - Real-CUGAN: https://github.com/bilibili/ailab - realcugan-ncnn-vulkan: https://github.com/nihui/realcugan-ncnn-vulkan - Real-ESRGAN: https://github.com/xinntao/Real-ESRGAN - RealSR-ncnn-vulkan: https://github.com/nihui/realsr-ncnn-vulkan - Real-World Super-Resolution: https://github.com/jixiaozhong/RealSR - rife-ncnn-vulkan: https://github.com/nihui/rife-ncnn-vulkan - RIFE Video Frame Interpolation: https://github.com/hzwer/arXiv2020-RIFE - SoX: http://sox.sourceforge.net/ - SRMD: https://github.com/cszn/SRMD - SRMD-ncnn-Vulkan: https://github.com/nihui/srmd-ncnn-vulkan - Super-resolution-SR-CUDA: https://github.com/MrZihan/Super-resolution-SR-CUDA - Waifu2x: https://github.com/nagadomi/waifu2x - Waifu2x-caffe: https://github.com/lltcggie/waifu2x-caffe - Waifu2x-converter: https://github.com/DeadSix27/waifu2x-converter-cpp - Waifu2x-Extension: https://github.com/AaronFeng753/Waifu2x-Extension - Waifu2x-ncnn-vulkan: https://github.com/nihui/waifu2x-ncnn-vulkan - [psd2waifu2x配布・サポート页面 | 发布者: HIMAKIKUROGANE](https://gkalumnium.com/devlog/psd2waifu2x%e9%85%8d%e5%b8%83%e3%83%bb%e3%82%b5%e3%83%9d%e3%83%bc%e3%83%88%e3%83%9a%e3%83%bc%e3%82%b8/) - 图标由 [Freepik](https://www.flaticon.com/authors/freepik) & [Roundicons](https://www.flaticon.com/authors/roundicons) & [Icongeek26](https://www.flaticon.com/authors/Icongeek26) 从 Flaticon 制作 : https://www.flaticon.com/ - 感谢 [@uimee](https://github.com/AaronFeng753/Waifu2x-Extension-GUI/issues/85) 提供繁體中文翻译。 - 感谢 [@Nova-Aurora](https://github.com/Nova-Aurora) 修复了英文 README 中的多处错误。 - 感谢 [@Michael18751](https://github.com/AaronFeng753/Waifu2x-Extension-GUI/issues/118) 为通知音效添加了淡出效果。 - 感谢 [@CaptainStabs](https://github.com/CaptainStabs) 修正了多处英语语法错误。

标签：AI算法, Anime4K, Apex, Real-ESRGAN, RIFE, Vectored Exception Handling, Waifu2x, 动漫图像处理, 卷积神经网络(CNN), 图像修复, 图像放大, 图像超分辨率, 图形用户界面(GUI), 多媒体处理, 机器学习, 深度学习, 照片放大, 画质增强, 画质提升, 补帧, 视频修复, 视频插帧, 视频超分辨率, 计算机视觉, 跨平台GPU, 逆向工具