ESRGAN Slim

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

The model's goal is to minimize latency without compromising quality.

Quick start

Install the package:

npm install @upscalerjs/esrgan-slim

Then, import a specific model and pass it as an argument to an instance of UpscalerJS:

import UpscalerJS from 'upscaler';
import x2 from '@upscalerjs/esrgan-slim/2x';

const upscaler = new UpscalerJS({
  model: x2,
})

Available Models

ESRGAN Slim ships with four models corresponding to the scale of the upscaled image:

• 2x: @upscalerjs/esrgan-slim/2x
• 3x: @upscalerjs/esrgan-slim/3x
• 4x: @upscalerjs/esrgan-slim/4x
• 8x: @upscalerjs/esrgan-slim/8x (note: the 8x model runs only in Node)

Sample Images

Original

2x

3x

4x

Documentation

For more documentation, check out the model documentation at upscalerjs.com/models/available/esrgan-slim.

License

MIT License © Kevin Scott