onnx-community/rtdetr_v2_r18vd-ONNX
By onnx-community · ↓ 6 · ♥ 0 · Updated 2025-03-28
What's in this repo
This page lists the files in onnx-community/rtdetr_v2_r18vd-ONNX, including model.onnx, model_bnb4.onnx, model_fp16.onnx and more.
- 8 ONNX models (.onnx files)
- 13 files, including 8 .onnx, 3 .json, 1 .md
- Last updated 2025-03-28
ONNX files
| File | Size | Download |
|---|---|---|
| onnx/model.onnx | — | Download |
| onnx/model_bnb4.onnx | — | Download |
| onnx/model_fp16.onnx | — | Download |
| onnx/model_int8.onnx | — | Download |
| onnx/model_q4.onnx | — | Download |
| onnx/model_q4f16.onnx | — | Download |
| onnx/model_quantized.onnx | — | Download |
| onnx/model_uint8.onnx | — | Download |
How to use
These ONNX files can be loaded with ONNX Runtime. To inspect a model graph, upload the file to the Netron viewer. Download links point to the original files on Hugging Face.
README
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 object-detection with onnx-community/rtdetr_v2_r18vd-ONNX.
import { pipeline } from '@huggingface/transformers';
const detector = await pipeline('object-detection', 'onnx-community/rtdetr_v2_r18vd-ONNX');
const img = 'https://huggingface.co/datasets/Xenova/transformers.js-docs/resolve/main/cats.jpg';
const output = await detector(img, { threshold: 0.75 });
console.log(output);
Model info
object-detection
transformers.js
transformers.js
onnx
rt_detr_v2
object-detection
base_model:PekingU/rtdetr_v2_r18vd
base_model:quantized:PekingU/rtdetr_v2_r18vd
license:apache-2.0
region:us
↓ 6
♥ 0
Created: 2025-03-28
Updated: 2025-03-28
View on Hugging FaceFiles (13)
.gitattributes
README.md
config.json
onnx/model.onnx
ONNX
onnx/model_bnb4.onnx
ONNX
onnx/model_fp16.onnx
ONNX
onnx/model_int8.onnx
ONNX
onnx/model_q4.onnx
ONNX
onnx/model_q4f16.onnx
ONNX
onnx/model_quantized.onnx
ONNX
onnx/model_uint8.onnx
ONNX
preprocessor_config.json
quantize_config.json