https://huggingface.co/hustvl/yolos-small-dwr with ONNX weights to be compatible with Transformers.js.
If you haven't already, you can install the
Transformers.js JavaScript library from
NPM using:
1import { pipeline } from '@huggingface/transformers';
2
3const detector = await pipeline('object-detection', 'Xenova/yolos-small-dwr');
4const img = 'https://huggingface.co/datasets/Xenova/transformers.js-docs/resolve/main/cats.jpg';
5const output = await detector(img, { threshold: 0.9 });
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).