CatalogWantedMirrorsLedgerOperating StatementDocsStudio statusCard system
alt.freeweights.vision / rtdetr_r50vd
From: onnx-community <huggingface.co/onnx-community>Newsgroups: alt.freeweights.visionSubject:

rtdetr_r50vd

Date: 2026-11-15Commit: b526659Signed: 2DC28CC7B26A283B ✓

Object detection model. Onnx weights, 692 MB in all. Published by onnx-community under Apache-2.0.

vision692MBrtdetr_r50vdonnxpermissive
FactsParamsnot statedSize692 MBFormatsonnxTaskobject detectionLicenseApache-2.0From sourcepermissive
$ fw get onnx-community/rtdetr_r50vd
# manifest sha256 a774a39d5761… · 692 MB · 12 files
$ fw verify ./rtdetr_r50vd onnx-community/rtdetr_r50vd
From sourceHosted (signed)onnx-community/rtdetr_r50vdLast check: 2026-11-15 05:14 UTC
Run at homeGet help

Get help: custom fine-tune or private deploy. We review your setup before we quote.

Quantized of rtdetr_r50vd.

Works with

Run2Convert3Scan1

Runs with

Ranked by fit to this model (onnx), then by GitHub stars.

UltralyticsOpenVINO

Convert with

ONNXOptimumOlive

Scan with

ModelScan
OverviewModel cardFilesUse itLicenseProvenanceModel tree

Overview

Size
692 MB
Weights
45.5 MB (smallest of 7 ONNX variants)
Parameters
not stated
Formats
onnx
Task
object detection
License
Apache-2.0 (permissive)
Files
12, each with a sha256
Publisher
onnx-community
Added
2026-11-15
Section
alt.freeweights.vision
Lineage

Original release from the publisher.

Base model: PekingU/rtdetr_r50vd

Where these bytes come from
Publisher at the pinned commit→You

Sources are tried in order. A file counts only when its size and sha256 match the manifest. Sources are checked when you ask for them, not on a timer.

Sources
BadgeHostLast checkResult
From sourcehuggingface.co2026-11-15 05:14 UTCpassed

Model card

From the publisher at commit b526659. Shown as plain text with links; images open at the publisher.

https://huggingface.co/PekingU/rtdetr_r50vd with ONNX weights to be compatible with Transformers.js.

Usage (Transformers.js)#

Important. NOTE: RT-DETR support is experimental and requires you to install Transformers.js v3 from source.

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

npm install xenova/transformers.js#v3

Example: Perform object-detection with onnx-community/rtdetr_r50vd.

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

const detector = await pipeline('object-detection', 'onnx-community/rtdetr_r50vd');

const img = 'https://huggingface.co/datasets/Xenova/transformers.js-docs/resolve/main/cats.jpg';
const output = await detector(img, { threshold: 0.9 });
// [{
//   score: 0.9720445871353149,
//   label: 'cat',
//   box: { xmin: 14, ymin: 54, xmax: 319, ymax: 472 }
// },
// ...
// {
//   score: 0.9795005917549133,
//   label: 'sofa',
//   box: { xmin: 0, ymin: 0, xmax: 640, ymax: 472 }
// }]

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).

Files

12 files · 692 MBWeights 45.5 MB (smallest of 7 ONNX variants). Sizes and sha256 from the signed manifest.
Hide all 12 files with their sha256
FileSizesha256
.gitattributes1.52 KB11ad7efa24975ee4b0c3c3a38ed18737f0658a5f75a0a96787b576a78a023361
README.md1.60 KB0e05af5039ccec2f43cbfcad70acfe5131ba39329fe96efee06f24396296b630
config.json5.14 KBb0c565bfc6c1e88f8a8ff57a309e213758447e9402080ea3fc1e0b71c7d242a2
onnx/model.onnx175 MBb1a6aa26c56b7838b02c2b5fa66d312deee1295095ea5e85f5679a6f41eee855
onnx/model_bnb4.onnx146 MB757017ca7f3a6ecf5d5d4e4a93490fa731222d4039628afa299c601e2b5ec44c
onnx/model_fp16.onnx88.0 MBe24be2e97f9d74d286252590034f6106d1e6aaa5370c977b0bd5a93eb99f986d
onnx/model_int8.onnx45.5 MBd52595ca2d74b3704e28f24a77823c049a2a20d8cd7935f933c7d9407f722b33
onnx/model_q4.onnx146 MB32113df12215d633d6af05c75a4c9778788a28dbf73e9ef8cea3a9ff32f905a6
onnx/model_quantized.onnx45.5 MB0d24ff05f00509f63d8eb374666cbd6be24eeaffc3148ea076ce464d12971b14
onnx/model_uint8.onnx45.5 MB0d24ff05f00509f63d8eb374666cbd6be24eeaffc3148ea076ce464d12971b14
preprocessor_config.json444 Bcd38cd59999e7a95d68e487fbe5132df3d4e5c32a0836add57e6126ba0c4eaf1
quantize_config.json3.81 KB530fb950fabfff1c567ac09d2ee89e2f0d528333d9594e9264d7a10169a37090
VersionsEach time the pinned upstream commit or file list changed in this repo. Newest first.
Upstream commitDateContents
b5266597ef pinned now2026-11-15 05:14 UTC12 files · 692 MB

Use it

$ fw get onnx-community/rtdetr_r50vd
# manifest sha256 a774a39d5761… · 692 MB · 12 files
$ fw verify ./rtdetr_r50vd onnx-community/rtdetr_r50vd
fw.pyChecks the signature and every sha256, tries each source in order, resumes.
$ python3 fw.py get https://freeweights.allternit.com/manifests/onnx-community/rtdetr_r50vd.json --dir ./rtdetr_r50vd $ python3 fw.py verify ./rtdetr_r50vd ./onnx-community__rtdetr_r50vd.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download onnx-community/rtdetr_r50vd --revision b5266597ef253407995497df94da34f244bbec05 --local-dir ./rtdetr_r50vd
Run at home

License

Name
Apache License 2.0
Id
Apache-2.0
Class
Permissive
Redistribution
yes
Listing
Hosted (signed)
Decided
Inherited from the base model PekingU/rtdetr_r50vd: the strictest license along the lineage applies. 2026-11-15
Text in
README.md
Text sha256
0e05af5039ccec2f43cbfcad70acfe5131ba39329fe96efee06f24396296b630
Terms gate
No extra terms beyond the license.

Read the license text

Licenses are checked against the license table. A custom license passes only after a person reads it.

Provenance

From: onnx-community <huggingface.co/onnx-community>Newsgroups: alt.freeweights.visionSubject: rtdetr_r50vdDate: 2026-11-15Commit: b526659Signed: 2DC28CC7B26A283B ✓
Upstream
onnx-community/rtdetr_r50vd
Pinned commit
b5266597ef253407995497df94da34f244bbec05
Manifest
rtdetr_r50vd.json · .minisig
Manifest sha256
a774a39d5761939af7467ff0b2e43ed8b7647d3eb4b0ae0c0e1fde7a7be4a94e
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:14 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/onnx-community/rtdetr_r50vd.json $ curl -O https://freeweights.allternit.com/manifests/onnx-community/rtdetr_r50vd.json.minisig $ minisign -Vm rtdetr_r50vd.json -P RWQ7KGqyx4zCLXtUFOqvfv8L3g+8fpKJ1FsuxPyOYMF+4KufbUxKq1Oq $ shasum -a 256 <file> # compare with the Files tab

A manifest whose signature fails must be rejected. A file whose size or sha256 does not match must be discarded. Verify a download

Model tree

Parent

PekingU/rtdetr_r50vd · this model is a quantization of it

No model in the catalog names this one as its parent.

Get it
Download
$ HF_ENDPOINT=https://freeweights.allternit.com hf download onnx-community/rtdetr_r50vd
Open in Freeweights Studio

Pull, verify and run it in the Allternit app on Desktop, web or phone.

Signed manifest
minisign, key 2DC28CC7B26A283B. rtdetr_r50vd.json. Provenance. Takedown history: none.
Source
huggingface.co/onnx-community/rtdetr_r50vd

Related models

All of alt.freeweights.vision →
From: dima806 <huggingface.co/dima806>Subject: ai_vs_real_image_detection
From: legekka <huggingface.co/legekka>Subject: AI-Anime-Image-Detector-ViT
From: onnx-community <huggingface.co/onnx-community>Subject: AI-Anime-Image-Detector-ViT-ONNX
From: AICodexLab <huggingface.co/AICodexLab>Subject: answerdotai-ModernBERT-base-ai-detector
From: onnx-community <huggingface.co/onnx-community>Subject: answerdotai-ModernBERT-base-ai-detector-ONNX
From: onnx-community <huggingface.co/onnx-community>Subject: bart-large-cnn-ONNX