Waifu2x-Extension-GUI

AaronFeng753活跃维护

集成 Waifu2x、Real-ESRGAN、Real-CUGAN 等多种超分模型与 RIFE 等补帧算法的图形界面工具,可批量放大视频、图片和 GIF 并提升帧率。

Video, Image and GIF upscale/enlarge(Super-Resolution) and Video frame interpolation. Achieved with Waifu2x, Real-ESRGAN, Real-CUGAN, RTX Video Super Resolution VSR, SRMD, RealSR, Anime4K, RIFE, IFRNet, CAIN, DAIN, and ACNet.

v3.143.01发布于 2026-11-02 11:00 UTC17,212star +17 / 7 天1,055fork同步于 2026-11-10 17:25 UTC

怎么上手

由 README 提炼,执行前请确认
下载最新稳定版便携包:https://github.com/AaronFeng753/Waifu2x-Extension-GUI/releases/latest,解压后直接运行
硬件要求按 README 说明

仅支持 Windows x64,兼容 AMD、NVIDIA、Intel GPU;已在 AMD RX 550、NVIDIA RTX 3060/4060、Intel UHD 620 上测试。README 未说明显存要求。

需要 CUDA多卡 / 张量并行
下载:源码 zip·GitHub Releases(安装包)本站不镜像安装包

项目说明

由 README 自动翻译提炼

Windows 上开箱即用的图片、GIF 和视频超分与补帧图形工具,内置多种 AI 引擎

集成 Waifu2x、Real-ESRGAN、Real-CUGAN 等多种超分模型与 RIFE 等补帧算法的图形界面工具,可批量放大视频、图片和 GIF 并提升帧率。

核心能力

  • 内置 Waifu2x、Real-ESRGAN、Real-CUGAN 等多种超分算法
  • 支持对视频自动进行 AI 补帧,内置 RIFE、CAIN、DAIN、IFRNet
  • 可同时批量处理图片、GIF/APNG/WebP 和视频
  • 内置设置预设,一键套用全部参数
  • 所有内置引擎均支持多 GPU 并行

容易踩的坑

仅提供 Windows x64 版本,其他平台无法使用;免费版仅限个人使用,商用需购买 Premium 版;首次使用需按硬件选择合适的引擎,不同引擎对 GPU 厂商的支持不同

内容由模型根据 README 生成,可能不完整或不准确,以官方文档为准。看原文 README

最近发版

5 个版本v3.143.01
  1. v3.143.01最新正式版2026-11-02 · 2026-11-02 11:00 UTC

    🚀 2.2x Faster Video Upscaling with Real-ESRGAN

    ✨ Parallel Video Upscaling and Frame Interpolation for Better GPU Utilization


    Download FULL Package | 下载完整安装包:

    🔗💾Github.com | 🔗💾sourceforge.net

    🔗💾(PRC) OneDrive (不限速🚀) | 🔗💾(PRC) 百度网盘

    因本软件属于独立开发的项目, 没有给某些杀毒软件交过保护费, 所以会被某些杀毒软件误报病毒.


    🔗📜User Guide | 使用教程📜🔗


    Update Package | 增量更新包:

    Update package for v3.142.01 and later versions | 适用于 v3.142.01 及以后版本 的更新包

    🔗💾Github.com | 🔗💾sourceforge.net

    🔗💾(PRC) OneDrive (不限速🚀) | 🔗💾(PRC) 百度网盘

    SHA256
    
    Waifu2x-Extension-GUI-v3.143.01-Win64.7z
    f9fa9da70841bd207f3a9ac1c001d0135095b99bda4a8dec761b587ab93cfd46
    
    Update-W2xEX-v3.143.01-FROM-v3.142.01.7z
    8c96eb77936a49714735abf5570ed41e8c7cabc8ce69367251e29e97f629e63e
    
    

    🔗✅ Security scan result | 安全扫描结果✅🔗


    Change log | 更新日志:
    - New feature: [Turbo Video], faster video upscaling and frame interpolation, on the Misc tab.
    - A new [Chain Mode] selector is available when [Turbo Video] is enabled.
    - Choose [Single Pass] to run video upscaling and frame interpolation in parallel.
    - 2.2x faster video upscaling with [Real-ESRGAN].
    - 2x faster video frame interpolation with [RIFE] plus upscaling with [Real-ESRGAN].
    - Turbo Video(Streaming video processing) is now available for the [Real-ESRGAN] and [RIFE] engines.
    - Frames are streamed directly through the pipeline instead of being written to frame folders.
    - Updated [Presets]: better utilization of the updated engines and models.
    - A new scrollable update log window adapts to your screen size.
    - With [Turbo Video] enabled, presets now route video to [Real-ESRGAN] automatically.
    - When upscaling 3D real-life video, all Real-ESRGAN models now route to the [Omni] series models.
    - Image batching is now permanently enabled. The beta toggle has been removed.
    - The toggle for [NVIDIA RTX 50-series GPUs] has now been removed.
    - Several BUG Fixs.
    
    - 新功能:[Turbo 视频],更快的视频放大和补帧,位于“杂项”选项卡。
    - 启用[Turbo 视频]时,新增[链接模式]选择器。
    - 选择[单遍处理]以并行运行视频放大和补帧。
    - 使用[Real-ESRGAN]实现2.2倍更快的视频放大。
    - 使用[RIFE]实现2倍更快的视频补帧,并结合[Real-ESRGAN]进行放大。
    - Turbo 视频(流式视频处理)现已适用于[Real-ESRGAN]和[RIFE]引擎。
    - 帧直接通过管线流式传输,而不是写入帧文件夹。
    - 更新了[设置预设]:更好地利用更新后的引擎和模型。
    - 新的可滚动更新日志窗口可适应您的屏幕尺寸。
    - 启用[Turbo 视频]后,设置预设现在会自动将视频路由到[Real-ESRGAN]。
    - 放大3D真实生活视频时,所有Real-ESRGAN模型现在都会路由到[Omni]系列模型。
    - 图像批处理现已永久启用。测试版开关已被移除。
    - [NVIDIA RTX 50系列GPU]的开关现已被移除。
    - 修复了若干 Bug。
    
  2. v3.142.17-betapre-release2026-10-17 · 2026-10-17 05:41 UTC
    查看更新说明

    ➡This is a BETA version, click here to get Stable version | 此为测试版, 点此获取稳定版

    🚀 NEW: 2.2x Faster Video Upscaling with Real-ESRGAN


    Download FULL Package | 下载完整安装包:

    🔗💾Github.com | 🔗💾sourceforge.net

    🔗💾(PRC) OneDrive (不限速🚀) | 🔗💾(PRC) 百度网盘

    因本软件属于独立开发的项目, 没有给某些杀毒软件交过保护费, 所以会被某些杀毒软件误报病毒.


    🔗📜User Guide | 使用教程📜🔗


    Update Package | 增量更新包:

    Update package for v3.142.01 and later versions | 适用于 v3.142.01 及以后版本 的更新包

    🔗💾Github.com | 🔗💾sourceforge.net

    🔗💾(PRC) OneDrive (不限速🚀) | 🔗💾(PRC) 百度网盘

    SHA256
    
    Waifu2x-Extension-GUI-v3.142.17-beta-Win64.7z
    1ec72b9e5b437b9d9c2d8730f449477d1a49b18d8b5d04a0defa6259f81fa52d
    
    Update-W2xEX-v3.142.17-beta-FROM-v3.142.01.7z
    f833a37044c99c895d86839c805768295838661a8954628977bb6a8548cc1d6b
    

    🔗✅ Security scan result | 安全扫描结果✅🔗


    Change log | 更新日志:
    - ★Yet Another Major Update★
    - New Experimental Feature: [Turbo Video], Faster Video Upscaling and Frame Interpolation, at Misc Tab.
    - 2.2x Faster Video Upscaling with [Real-ESRGAN]
    - 2x Faster [RIFE] Video Frame Interpolation + [Real-ESRGAN] Upscaling
    - Streaming Video Processing is now available for the [Real-ESRGAN] and [RIFE] engines.
    - The new Streaming Video Upscaling and Frame Interpolation are now a single toggle.
    - Frames are streamed directly through the pipeline instead of being written to frame folders.
    - Image batching is now permanently enabled. The beta toggle has been removed.
    - The [NVIDIA RTX 50-series GPUs] toggle has now been removed.
    
    - ★又一次重大更新★
    - 新实验性功能:[Turbo 视频],更快的视频超分和帧插值, 位于附加设置.
    - 使用 [Real-ESRGAN] 的视频超分速度提升 2.2 倍
    - [RIFE] 视频帧插值 + [Real-ESRGAN] 超分速度提升 2 倍
    - [Real-ESRGAN] 和 [RIFE] 引擎现已支持流式视频处理。
    - 新的流式视频超分和帧插值现已合并为单个开关(Turbo 视频)
    - 帧现在直接通过处理管线流式传输,而不再写入帧文件夹。
    - 图像批处理现已永久启用。测试版开关已被移除。
    - [NVIDIA RTX 50 系列 GPU] 开关现已被移除。
    
  3. v3.142.012026-10-02 · 2026-10-02 02:04 UTC
    查看更新说明

    ✨ NEW [Streaming VFI] dramatically speeds up frame interpolation with all-new pipeline

    🚀 Measured up to ~3x faster frame interpolation in real-world tests


    Download FULL Package | 下载完整安装包:

    🔗💾Github.com | 🔗💾sourceforge.net

    🔗💾(PRC) OneDrive (不限速🚀) | 🔗💾(PRC) 百度网盘

    因本软件属于独立开发的项目, 没有给某些杀毒软件交过保护费, 所以会被某些杀毒软件误报病毒.


    🔗📜User Guide | 使用教程📜🔗


    Update Package | 增量更新包:

    Update package for v3.141.01 and later versions | 适用于 v3.141.01 及以后版本 的更新包

    🔗💾Github.com | 🔗💾sourceforge.net

    🔗💾(PRC) OneDrive (不限速🚀) | 🔗💾(PRC) 百度网盘

    SHA256
    
    Waifu2x-Extension-GUI-v3.142.01-Win64.7z
    9521a541f18028c7688265d678966de6c03a274d4f6b070209a31774fd2f2305
    
    Update-W2xEX-v3.142.01-FROM-v3.141.01.7z
    929ecca85a379227113b04f451c06eeeb161006ac99042da59758a6b63cf28be
    
    

    🔗✅ Security scan result | 安全扫描结果✅🔗


    Change log | 更新日志:
    - ★Major Update★
    - Experimental feature: [Streaming VFI] dramatically speeds up video frame interpolation with an all-new video processing pipeline
    - Measured up to ~3x faster frame interpolation in real-world tests
    - Currently in beta: when enabled, video frame interpolation tasks (interpolation-only and upscale + interpolation workflows alike) are processed through the new streaming pipeline
    - Not only significantly faster, but also drastically lower cache footprint, long videos no longer need to be processed by segment, and no frame-image cache files are written to disk
    - [Streaming VFI] is located in the [Misc] tab
    - Other changes:
    - The SRMD-CUDA engine has been removed; presets that used it automatically fall back to SRMD-NCNN-Vulkan
    - cuDNN support has been removed from waifu2x-caffe (its files no longer ship, about 700 MB smaller download); existing cuDNN presets automatically switch to GPU
    - The hardware-acceleration prompts after the compatibility test have been merged into a single dialog
    - Bug fixes:
    - Completed the remaining missing UI translations
    - Fixed the summary dialog occasionally showing incorrect [Completed] counts after a batch finishes
    - Fixed wrong frames at segment seams when loop optimization and segment processing are both enabled
    - Fixed incorrect loop optimization of tail frames for VFR videos in target-FPS mode
    
    - ★重大更新★
    - 实验性功能:[流式 VFI] 通过全新的视频处理管线大幅加速视频补帧
    - 在实际测试中测得补帧速度最高可提升约 3 倍
    - 目前处于测试阶段:启用后,视频补帧任务(仅补帧以及放大 + 补帧工作流)都将通过新的流式管线处理
    - 不仅速度显著更快,缓存占用也大幅降低,长视频不再需要分段处理,并且不会向磁盘写入帧图像缓存文件
    - [流式 VFI] 位于 [杂项] 选项卡中
    - 其他变更:
    - 已移除 SRMD-CUDA 引擎;使用该引擎的预设会自动回退到 SRMD-NCNN-Vulkan
    - 已移除 waifu2x-caffe 的 cuDNN 支持(其文件不再随附,下载体积约减少 700 MB);现有 cuDNN 预设会自动切换到 GPU
    - 兼容性测试后的硬件加速提示已合并为单个对话框
    - 错误修复:
    - 补全了剩余缺失的 UI 翻译
    - 修复了批处理完成后摘要对话框偶尔显示错误的 [已完成] 数量的问题
    - 修复了同时启用循环优化和分段处理时分段接缝处出现错误帧的问题
    - 修复了目标 FPS 模式下 VFR 视频尾帧循环优化不正确的问题
    
  4. v3.141.18-betapre-release2026-09-19 · 2026-09-19 03:36 UTC
    查看更新说明

    ➡This is a BETA version, click here to get Stable version | 此为测试版, 点此获取稳定版

    ✨ NEW [Streaming VFI] dramatically speeds up frame interpolation with all-new pipeline
    🚀 Measured up to ~3x faster frame interpolation in real-world tests

    Download FULL Package | 下载完整安装包:

    🔗💾Github.com | 🔗💾sourceforge.net

    🔗💾(PRC) OneDrive (不限速🚀) | 🔗💾(PRC) 百度网盘

    因本软件属于独立开发的项目, 没有给某些杀毒软件交过保护费, 所以会被某些杀毒软件误报病毒.


    🔗📜User Guide | 使用教程📜🔗


    Update Package | 增量更新包:

    Update package for v3.141.01 and later versions | 适用于 v3.141.01 及以后版本 的更新包

    🔗💾Github.com | 🔗💾sourceforge.net

    🔗💾(PRC) OneDrive (不限速🚀) | 🔗💾(PRC) 百度网盘

    SHA256
    
    Waifu2x-Extension-GUI-v3.141.18-beta-Win64.7z
    fc15b201f7dd0826a571838c9079b421df3f55c0d3f359ebdac5bb9576c639f7
    
    Update-W2xEX-v3.141.18-beta-FROM-v3.141.01.7z
    de3bc4b70ccb6e06140653cf0210798b492928da59fe90bdab3969272ebf1068
    
    

    🔗✅ Security scan result | 安全扫描结果✅🔗


    Change log | 更新日志:
    - ★Major Update★
    - Experimental feature: [Streaming VFI] dramatically speeds up video frame interpolation with an all-new video processing pipeline
    - Measured up to ~3x faster frame interpolation in real-world tests
    - Currently in beta: when enabled, only [Frame Interpolation only (Video)] tasks are processed through the new streaming pipeline for now
    - Not only significantly faster, but also drastically lower cache footprint, long videos no longer need to be processed by segment, and no frame-image cache files are written to disk
    - Native VFR support: original timestamps are preserved when outputting MKV
    - [Streaming VFI] is located in the [Misc] tab
    - Bug fixes:
    - Fixed the summary dialog occasionally showing incorrect [Completed] counts after a batch finishes
    - Fixed wrong frames at segment seams when loop optimization and segment processing are both enabled
    - Fixed incorrect loop optimization of tail frames for VFR videos in target-FPS mode
    
    - ★重大更新★
    - 实验性功能: [流式补帧] 大幅加快视频补帧速度, 全新视频处理管道
    - 实测视频补帧速度加快近3倍
    - 当前为测试阶段, 启用后暂时只有视频的[仅补帧]任务改用全新流式管道处理
    - 不仅显著提升速度,缓存占用同时显著减少,长视频无需分段, 且不再产生帧图片文件缓存
    - 原生支持 VFR 视频,输出 MKV 保留原始时间戳
    - [流式补帧] 位于 [附加设置] 选项卡
    - 修复问题:
    - 修复批量处理完成后总结弹窗偶现错误的[已完成]数据
    - 修复循环视频优化与分段处理并存时,分段衔接处画面出错
    - 修复 VFR 视频目标帧率模式下结尾帧循环优化不正确
    
  5. v3.141.012026-09-02 · 2026-09-02 01:27 UTC
    查看更新说明

    ⭐ 日本語翻訳を追加!


    Download FULL Package | 下载完整安装包:

    🔗💾Github.com | 🔗💾sourceforge.net

    🔗💾(PRC) OneDrive (不限速🚀) | 🔗💾(PRC) 百度网盘

    因本软件属于独立开发的项目, 没有给某些杀毒软件交过保护费, 所以会被某些杀毒软件误报病毒.


    🔗📜User Guide | 使用教程📜🔗


    Update Package | 增量更新包:

    Update package for v3.140.01 and later versions | 适用于 v3.140.01 及以后版本 的更新包

    🔗💾Github.com | 🔗💾sourceforge.net

    🔗💾(PRC) OneDrive (不限速🚀) | 🔗💾(PRC) 百度网盘

    SHA256
    
    Waifu2x-Extension-GUI-v3.141.01-Win64.7z
    c9b53f2b446659096b42b758a45bcf836ebd2555b71a9befc92a3dc83919ca07
    
    Update-W2xEX-v3.141.01-FROM-v3.140.01.7z
    d9b2d14f4240bd681a11b37f0bd243ffa8a245a0600980ce00b7e5d98c6bd888
    
    

    🔗✅ Security scan result | 安全扫描结果✅🔗


    Change log | 更新日志:
    - NEW: 日本語翻訳を追加!Add Japanese translation.
    - NEW: Image Style is now a single unified selector.
    - NEW: The Scale Ratio / Denoise area now adapts to the media types in your list and remembers the view.
    - Files List status refactored internally and missing non-English translations completed.
    - NEW: Image Batching is now out of BETA.
    - NEW: All built-in help documents are now fully localized.
    - NEW: APNG files disguised as .png are now detected instantly when added to the list.
    - Fix bugs:
    - Save & Notifications: The "Save successful" notification now appears reliably when manually saving the file list, logged instead of triggering popups.
    - Automatic saves (shutdown, auto-archive) no longer trigger dialogs.
    - Custom Resolution: Fixed uppercase extensions (e.g. camera-produced .JPG) misidentified as videos causing "Unable to get resolution" errors;
    - Fixed concurrency defects during removal of files with custom resolution applied.
    - Auto-Shutdown: Fixed crash risk in countdown dialog and potential table-saving freezes during shutdown.
    - File Import: Fixed potential stack overflow in recycle-bin fallback, UNC network path/non-local URL guards, path normalization, and multi-dot filename handling.
    - Performance: Fixed memory leaks across dialogs and settings saving, reducing overall memory usage during long sessions.
    - Dark Mode: Scrollbar handle no longer disappears on long lists.
    - Fixed some other dark mode ui issues.
    - The View Folder button no longer appears blank when disabled.
    - Remove deprecated Waifu2x-Extension-GUI-Launcher references
    - The select folder button now properly disabled during processing.
    - Auto I/O redirect now implemented for picture batch processing pipeline.
    - Some UI layout improvements.
    
    - 内部重构了文件列表状态,并补全了缺失的非英文翻译。
    - 新增:缩放比例/去噪调整区域现在会自动适应您列表中的媒体类型,并记住当前视图。
    - 新增:图片风格选择器现已统合为单一的选择控件。
    - 新增:图片批处理功能现已结束 BETA 测试,正式上线。
    - 新增:所有内置帮助文档现已全面实现本地化。
    - 新增:伪装成 .png 的 APNG 文件在添加到列表中时将被即时检测识别。
    - 修复 Bug:
    - 保存与通知:手动保存文件列表时,“保存成功”通知现在可以稳定显示,并改用日志记录而非触发弹出窗口。
    - 自动保存(关机、自动归档)不再触
    

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    README 原文

    未翻译

    📜中文 说明文档

    💾Download Latest Stable Build (Windows x64)

    Download Latest portable package for Windows x64 PCs with Intel/AMD/Nvidia GPUs.

    Download Latest Build➡: https://github.com/AaronFeng753/Waifu2x-Extension-GUI/releases/latest

    ➡Get ✨Premium version on Patreon: https://patreon.com/aaronfeng
    📝Full change log

    Supported Languages: English, 简体中文, 繁體中文, 日本語, Español

    What is Waifu2x-Extension-GUI?

    Image & GIF & Video Super-Resolution and Video Frame Interpolation using Deep Convolutional Neural Networks.

    ✨Key features:

    • 💡EASY TO USE: Just Unzip and Start. And built-in Settings Presets can help you adjust all the settings with ONE Click.

    • 📺Multimedia support: Supports processing Image & Animated GIF&APNG&WebP & Video at the same time.

    • 😍Full image style support: Multiple built-in algorithms, 2D anime, or your daily photos & videos, this software can handle all of them.

    • 🎞Video frame interpolation: Automatically use AI to interpolate frames after enlarge the video.

    • ⚡Video Frame Analysis: Analyze video frames to Improve video Quality and Speed Up video processing.

    • ✅Great compatibility: Multiple built-in engines, compatible with almost all modern Windows PCs.

    • 📊Flexible multi-thread setting: You can adjust the number of threads freely while providing a complete set of settings for each engine, Take advantage of all the capabilities of your PC.
    • 🚀🚀🚀Multi-GPU support: Multi-GPU support for ALL built-in engines.
    • 🛠Numerous customizable settings: You can automate your workflow by adjusting the many customizable settings in the software.
    • 🤖Smart settings: This software can automatically adjust some software settings based on your PC hardware information and the information of the files you want to process.
    • 😉Easy-to-use graphical user interface.
    • 📨Continual maintenance and updates.
    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
    
    ✅Already been tested on the AMD RX 550, NVIDIA GeForce RTX 3060/4060 and Intel UHD 620.

    mainwindow

    Engine_Settings

    VideoSettings_EN

    Additional_Settings

    Samples👀

    ➡Comparison(3D Real-life)

    Photo by Jonatan Pie on Unsplash

    Comparison

    ➡Comparison(2D Anime)

    Comparison

    Original 2D Anime Image 480x300:

    Original Imgae

    After 4x Upscale, Denoise and JPG compression 1920x1200: 🔗Comparison

    Scaled Imgae

    Original GIF 500 x 372:

    Original GIF

    After 2x Upscale, Denoise and GIF optimization 1000 x 744:

    Original GIF

    Github doesn't support online video playback, please check link below:

    Video : https://github.com/AaronFeng753/Waifu2x-Extension-GUI/tree/master/Samples/video

    ❤ Donate ❤ (推荐使用 支付宝 或者 微信)

    donate_new

    如果捐赠二维码图片无法正常加载,请打开此链接查看.

    📄License

    Waifu2x-Extension-GUI is free for PERSONAL USE ONLY.
    If you wish to use Waifu2x-Extension-GUI commercially, please purchase the Premium version from:
    https://www.patreon.com/aaronfeng

    Privacy policy🙈🙉🙊

    We respect your privacy, so the following is the privacy policy of this software:

    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.
    

    💝Credits💝: