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Super-Resolution Model Trainers · Awesome GitHub Repositories

1 repo

Awesome GitHub RepositoriesSuper-Resolution Model Trainers

Training routines for image upscaling models.

Distinguishing note: Focuses on training specifically for super-resolution tasks.

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  • nagadomi/waifu2x

    nagadomi/waifu2x

    28,144View on GitHub↗

    This project is a command-line tool designed for image super-resolution and noise reduction, with a primary focus on anime-style illustrations. It utilizes convolutional neural network inference to reconstruct missing pixel data and remove digital artifacts, allowing users to upscale images and reduce noise either independently or in a single simultaneous processing pass. Beyond its core image restoration capabilities, the software provides a comprehensive suite for machine learning model training. Users can prepare custom datasets and optimize neural networks for specific restoration tasks,

    Trains super-resolution models to upscale images using high-resolution and downsampled pairs.

    Luasuper-resolutiontorchwaifu2x
    28,144View on GitHub↗