An AviSynth+ implementation of some Super-Resolution Convolutional Neural Networks. Independent luma/chroma upscaling and chroma resampling. Two modes for Video/Photography and Line Art. KrigBilateral option for chroma upscaling/resampling. mpv user shaders of all models for real-time upscaling. Copy AiUpscale.avsi and the Shaders folder to the AviSynth+ plugins folder. The low resolution images were generated using the bicubic filter with Catmull-Rom settings, which is the method commonly used for training super-resolution networks, including those tested here. Note however that as an exception to this, the Anime4K models were trained using the average area downsampling method. The AiUpscale models used for all datasets were the "Photo" models, except for the Manga109 dataset for which the "LineArt" models were used. In the same way, the Waifu2x cunet model was used for the Manga109 dataset, and the upconv_7 model for the rest.

Features

  • Independent luma/chroma upscaling and chroma resampling
  • Two modes for Video/Photography and Line Art
  • KrigBilateral option for chroma upscaling/resampling
  • mpv user shaders of all models for real-time upscaling
  • mpv user shaders
  • During playback, you can press i or Shift + i followed by 1 or 2, to see some statistics

Project Samples

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Categories

Video Upscalers

License

GNU General Public License version 3.0 (GPLv3)

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Additional Project Details

Operating Systems

Linux, Windows

Programming Language

GLSL (OpenGL Shading Language)

Related Categories

GLSL (OpenGL Shading Language) Video Upscalers

Registered

2023-03-29