Run the DinoHash model from https://www.arxiv.org/abs/2503.11195 in Node.js
npm install @proteus-labs/dinohashOfficial implementation of DINOHash, from https://www.arxiv.org/abs/2503.11195, in Node.js
npm install @proteus-labs/dinohash``
const { downloadModel, loadModel, hash } = require('@proteus-labs/dinohash');
const path = require('path');
async function main() {
const modelUrl = 'https://huggingface.co/backslashh/DINOHash/resolve/main/dinov2_vits14_reg_96bit_dynamic.onnx';
// For the 512 bit hash, use dinov2_vitb14_reg_512bit_dynamic.onnx
const modelPath = path.join(__dirname, './models/dinov2_vits14_reg_96bit.onnx');
const imagePaths = [path.join(__dirname, 'test.png'), path.join(__dirname, 'test.png')];
await downloadModel(modelUrl, modelPath);
const session = await loadModel(modelPath, device='cpu'); // can use 'cuda' for GPU inference if you have the right setup
const results = await hash(session, imagePaths);
console.log(results);
}
main();
``