ESRGAN Medium
ESRGAN Medium is a package of Tensorflow.js models for upscaling images with UpscalerJS.
The model's goal is to strike a balance between latency and image quality. It aims to be in the middle of speed and performance measurements between @upscalerjs/esrgan-slim and @upscalerjs/esrgan-thick.
Quick start
Install the package:
npm install @upscalerjs/esrgan-medium
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-medium/2x';
const upscaler = new UpscalerJS({
model: x2,
})
Available Models
ESRGAN Medium ships with four models corresponding to the scale of the upscaled image:
- 2x:
@upscalerjs/esrgan-medium/2x - 3x:
@upscalerjs/esrgan-medium/3x - 4x:
@upscalerjs/esrgan-medium/4x - 8x:
@upscalerjs/esrgan-medium/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-medium.