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Image Super Resolution Models · Awesome GitHub Repositories

1 repo

Awesome GitHub RepositoriesImage Super Resolution Models

Deep learning architectures designed to increase image resolution and reconstruct fine details from low-quality inputs.

Distinguishing note: No candidates provided; minting under AI umbrella to capture image enhancement capabilities.

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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 deep learning models to reconstruct missing pixels and enhance fine details in low-quality images.

    Luasuper-resolutiontorchwaifu2x
    28,144View on GitHub↗