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Convolutional Neural Network Upscalers · Awesome GitHub Repositories

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Awesome GitHub RepositoriesConvolutional Neural Network Upscalers

Tools utilizing CNNs to perform image resolution enhancement and artifact removal.

Distinguishing note: No candidates provided; minting under AI umbrella to capture the specific CNN-based upscaling capability.

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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,

    Uses convolutional neural networks to increase image resolution while simultaneously removing digital noise and artifacts.

    Luasuper-resolutiontorchwaifu2x
    28,144View on GitHub↗