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AaronFeng753 / Waifu2x-Extension

Image, GIF and Video enlarger/upscaler achieved with waifu2x and Anime4K. [NO LONGER UPDATED]
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167 stars 18 forks source link
anime4k gif-compression gif-enlarger gpu image-compression image-enlarger machine-learning neural-network python super-resolution video video-enlarger waifu2x

readme

New version with GUI is avaliable now ! 🎉🥳🎉

🌟Waifu2x-Extension-GUI🌟

🔗https://github.com/AaronFeng753/Waifu2x-Extension-GUI

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💾Download Waifu2x-Extension-GUI NOW ❗❗

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

Waifu2x-Extension

Download

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

User Guide

https://github.com/AaronFeng753/Waifu2x-Extension/blob/master/User_Guide.md

What is Waifu2x-Extension?

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 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.

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

mainmenu

Features

New features brought by this extension:

Samples

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

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

GIF : https://github.com/AaronFeng753/Waifu2x-Extension/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

Github doesn't support play video online, pls check link below:

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

Demonstration(v3.5)

Demonstration-en

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):

Credits:

Donate

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

donate

Note: The user agreement of the software is modified based on the MIT protocol, allowing others to make secondary modifications to the software or to use the software-processed images, gifs, and videos for commercial purposes (via the consent of the original author of the image, gif, and video content) However, it is forbidden to use the software for commercial use after the second modification, including but not limited to secondary packaging and sales(for example: sale this software on Taobao or Ebay), integrated in other charging software. After the second modification, the source code must be disclosed. For details, please refer to the built-in user agreement. When you open the software, or modify the software, you agree to the software built-in agreement.