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Denoising Model Trainers · Awesome GitHub Repositories

1 repo

Awesome GitHub RepositoriesDenoising Model Trainers

Training routines for image noise reduction models.

Distinguishing note: Focuses on training specifically for denoising 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 convolutional neural networks to reduce image noise using paired datasets.

    Luasuper-resolutiontorchwaifu2x
    28,144View on GitHub↗