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Models

UpscalerJS offers a number of available models. With the exception of default-model, these models must be explicitly installed alongside UpscalerJS.

Upscaling

esrgan-slim

These models are the fastest available ESRGAN models, and are intended to run in a browser.

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esrgan-medium

These models strike a balance between latency and image quality. They aim to be in the middle of speed and performance measurements between and .

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esrgan-thick

These models are the best ESRGAN upscaling models, at the cost of slower inference. They are best suited to a Node.js environment with a GPU, although can be used in the browser with significant latency.

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esrgan-legacy

ESRGAN Legacy is a package of Tensorflow.js models for upscaling images with UpscalerJS.

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default-model

This model is the default upscaling model used with UpscalerJS. It is a copy of the 2x model made available via .

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Deblurring

maxim-deblurring

MAXIM Deblurring is a Tensorflow.js model for deblurring images.

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Dehazing

maxim-dehazing-indoor

MAXIM Dehazing Indoor is a Tensorflow.js model for dehazing indoor images.

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maxim-dehazing-outdoor

MAXIM Dehazing Outdoor is a Tensorflow.js model for dehazing outdoor images.

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Denoising

maxim-denoising

MAXIM Denoising is a Tensorflow.js model for denoising images.

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Deraining

maxim-deraining

MAXIM Deraining is a Tensorflow.js model for deraining images.

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Low,Light,Enhancement

maxim-enhancement

MAXIM Enhancement is a Tensorflow.js model for enhancing low light images.

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Retouching

maxim-retouching

MAXIM Retouching is a Tensorflow.js model for retouching images.

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