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WebGPU Accelerated Anime 4K

Authors (alphabetical order with equal contribution):

Description

WebGPU Accelerated Anime 4K harnesses WebGPU and GPU compute shaders to rapidly enhance anime-style graphics. Leveraging the power of modern GPUs, it executes complex deblurring, CNN-based upscaling, and denoising algorithms in real-time. As a result, each video frame is processed instantaneously, improving clarity, sharpness, and eliminating noise as it streams. This ensures a superior viewing experience with high-quality visuals delivered without interruption, ideal for anime fans and professionals seeking top-notch and efficient image fidelity.

Demo

Demo Link

Explore the Anime4K-WebGPU Package for additional examples.

<img src="Demo/Demo.gif" width="800px"> <img src="Demo/Demo2.gif" width="800px">

Tutorial

<img src="Demo/UI1.png" width="800px"> <img src="Demo/UI2.png" width="800px">
  1. Click "Choose File" to upload video/Textures
  2. Select effect from "Effects" drop down menu
  3. Modify related parameters
  4. To compare the video before and after the effect application, select the "Comparison" checkbox.
  5. Click "Download Canvas" to download current frame result

Reference

This project references a variety of resources:

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