4x APISR GRL GAN Generator Onnx

🚀 transformers.js

A project that makes https://github.com/Kiteretsu77/APISR compatible with Transformers.js using ONNX weights, focusing on image super - resolution with APIsR.

🚀 Quick Start

This project makes https://github.com/Kiteretsu77/APISR with ONNX weights compatible with Transformers.js.

📦 Installation

If you haven't already, you can install the Transformers.js JavaScript library from NPM using:

npm i @xenova/transformers

💻 Usage Examples

Basic Usage

Example: Upscale an image with Xenova/4x_APISR_GRL_GAN_generator-onnx.

import { pipeline } from '@xenova/transformers';

// Create image-to-image pipeline
const upscaler = await pipeline('image-to-image', 'Xenova/4x_APISR_GRL_GAN_generator-onnx', {
    quantized: false,
});

// Upscale an image
const url = 'https://huggingface.co/datasets/Xenova/transformers.js-docs/resolve/main/anime.png';
const output = await upscaler(url);
// RawImage {
//   data: Uint8Array(16588800) [ ... ],
//   width: 2560,
//   height: 1920,
//   channels: 3
// }

// (Optional) Save the upscaled image
output.save('upscaled.png');

Example Output

📄 License

This project is licensed under the GPL - 3.0 license.

⚠️ Important Note

Having a separate repo for ONNX weights is intended to be a temporary solution until WebML gains more traction. If you would like to make your models web - ready, we recommend converting to ONNX using 🤗 Optimum and structuring your repo like this one (with ONNX weights located in a subfolder named onnx).