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onnx-community/
hiera-large-224-in1k-hf

Name: hiera-large-224-in1k-hf
Availability: InStock

facebook/hiera-large-224-in1k-hf

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https://huggingface.co/facebook/hiera-large-224-in1k-hf with ONNX weights to be compatible with Transformers.js.

Usage (Transformers.js)

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

npm i @huggingface/transformers

Example: Perform image classification with onnx-community/hiera-large-224-in1k-hf

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

// Create an image classification pipeline
const classifier = await pipeline('image-classification', 'onnx-community/hiera-large-224-in1k-hf');

// Classify an image
const url = 'https://huggingface.co/datasets/Xenova/transformers.js-docs/resolve/main/tiger.jpg';
const output = await classifier(url);
console.log(output);
// [
//   { label: 'tiger, Panthera tigris', score: 0.759323239326477 },
//   { label: 'tiger cat', score: 0.08907650411128998 },
//   { label: 'lynx, catamount', score: 0.0008640264859423041 },
//   { label: 'jaguar, panther, Panthera onca, Felis onca', score: 0.0007982379174791276 },
//   { label: 'leopard, Panthera pardus', score: 0.00041627752943895757 }
// ]

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).