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

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

Change log: https://github.com/AaronFeng753/Waifu2x-Extension-GUI/blob/master/Change_log.md

Donation list: https://github.com/AaronFeng753/Waifu2x-Extension-GUI/blob/master/Donate_list.md

如果README内的图片无法正常加载,请打开此链接查看码云内存储的README.md

What is Waifu2x-Extension-GUI?

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

Based on Waifu2x-ncnn-vulkan and Waifu2x-converter .

Thanks to waifu2x-ncnn-vulkan, Waifu2x-Extension-GUI could use any kind of gpu that support Vulkan, even Intel GPU.

If your gpu doesn't support vulkan, you can use Waifu2x-converter, which is also intergrated into the Waifu2x-Extension-GUI.

mainwindow

Already been tested on AMD RX 550, NVIDIA GeForce GTX 1070 and Intel UHD 620.

Features

  • Easy to use GUI interface.
  • Achieved with waifu2x-ncnn-vulkan, waifu2x-converter and Anime4K.
  • Support both 2D Anime-style image and 3D Real-life image
  • Support 1x/2x/3x/4x/..../999999999x magnification
  • Batch enlarge still images and GIF dynamic images (Waifu2x-ncnn-vulkan & Waifu2x-converter)
  • Batch enlarge video files (Waifu2x-ncnn-vulkan & Waifu2x-converter & Anime 4k)
  • Save the enlarged image target as .jpg
  • Lossless compression of .jpg images after the target is saved
  • Optimize enlarged GIF dynamic images to reduce space usage
  • Display processing progress and remaining time
  • Smart selection of models
  • Batch process pictures, GIF and video files.
  • Flexible multi-thread management
  • Continually updated
  • Compatibility test
  • And more

Samples

Image : https://github.com/AaronFeng753/Waifu2x-Extension-GUI/tree/master/Samples/image

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

GIF : https://github.com/AaronFeng753/Waifu2x-Extension-GUI/tree/master/Samples/gif

Original 2D Anime Imgae 480x300 (.jpg 93.2 KB):

Original Imgae

After 8x magnification, level 3 denoise and compress 3840x2400 (.jpg 525 KB):

Scaled Imgae

Comparison

Comparison

Original 3D Real-life Imgae 800x535 (.jpg 81.4 KB):

Original Imgae

After 4x magnification, level 2 denoise and compress 3200x2140 (.jpg 881 KB):

Scaled Imgae

Original GIF 500 x 372 (493 KB):

Original GIF

After 2x magnification, level 2 denoise and gif optimize 1000 x 744 (3.77 MB):

Original GIF

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

How to fix compatibility issue :

waifu2x-ncnn-vulkan: Re-install gpu driver or update it to the latest.

waifu2x-converter: Buy a new computer.

Anime4k: Install the latest JDK and JRE

Integrated component(In releases):

  • waifu2x-ncnn-vulkan version Nov 4, 2019

  • Anime4K Java v0.9 Beta

  • ffmpeg version 4.2.1

  • gifsicle version 1.92

  • Waifu2x-converter version: 2015-11-30T02:17:24

  • ImageMagick 7.0.9-12-portable-Q16-x64

Credits:

Donate

Donation list

If this extension helps you, please donate to support developers.

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donate