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Xenova / detr-resnet-50
Model's Last Updated: July 01 2025
object-detection
Introduction of detr-resnet-50
Model Details of detr-resnet-50
https://huggingface.co/facebook/detr-resnet-50 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 @xenova/transformers
Example:
Perform object-detection with
Xenova/detr-resnet-50
.
import { pipeline } from '@xenova/transformers';
const detector = await pipeline('object-detection', 'Xenova/detr-resnet-50');
const img = 'https://huggingface.co/datasets/Xenova/transformers.js-docs/resolve/main/cats.jpg';
const output = await detector(img, { threshold: 0.9 });
// [{
// "score": 0.9976370930671692,
// "label": "remote",
// "box": { "xmin": 31, "ymin": 68, "xmax": 190, "ymax": 118 }
// },
// ...
// {
// "score": 0.9984092116355896,
// "label": "cat",
// "box": { "xmin": 331, "ymin": 19, "xmax": 649, "ymax": 371 }
// }]
Demo
Test it out here , or create your own object-detection demo with 1 click!
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
).
Runs of Xenova detr-resnet-50 on huggingface.co
15.4K
Total runs
-386
24-hour runs
-192
3-day runs
-751
7-day runs
-658
30-day runs
More Information About detr-resnet-50 huggingface.co Model
Url of detr-resnet-50
detr-resnet-50 huggingface.co Url
Provider of detr-resnet-50 huggingface.co
Other API from Xenova
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