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alt.freeweights.vision / rtdetr_r18vd_coco_o365
From: onnx-community <huggingface.co/onnx-community>Newsgroups: alt.freeweights.visionSubject:

rtdetr_r18vd_coco_o365

Date: 2026-11-15Commit: 37122d8Signed: 2DC28CC7B26A283B ✓

Object detection model. Onnx weights, 321 MB in all. Published by onnx-community under Apache-2.0.

vision321MBrtdetr_r18vd_coco_o365onnxpermissive
FactsParamsnot statedSize321 MBFormatsonnxTaskobject detectionLicenseApache-2.0From sourcepermissive
$ fw get onnx-community/rtdetr_r18vd_coco_o365
# manifest sha256 2bebde18697d… · 321 MB · 12 files
$ fw verify ./rtdetr_r18vd_coco_o365 onnx-community/rtdetr_r18vd_coco_o365
From sourceHosted (signed)onnx-community/rtdetr_r18vd_coco_o365Last check: 2026-11-15 05:21 UTC
Run at homeGet help

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

Quantized of rtdetr_r18vd_coco_o365.

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
321 MB
Weights
21.7 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_r18vd_coco_o365

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 05:21 UTCpassed

Model card

From the publisher at commit 37122d8. Shown as plain text with links; images open at the publisher.

https://huggingface.co/PekingU/rtdetr_r18vd_coco_o365 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 object-detection with onnx-community/rtdetr_r18vd_coco_o365.

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

const detector = await pipeline('object-detection', 'onnx-community/rtdetr_r18vd_coco_o365');

const img = 'https://huggingface.co/datasets/Xenova/transformers.js-docs/resolve/main/cats.jpg';
const output = await detector(img, { threshold: 0.8 });

See example output

[
  {
    score: 0.9812611937522888,
    label: 'cat',
    box: { xmin: 10, ymin: 55, xmax: 316, ymax: 471 }
  },
  {
    score: 0.9653043746948242,
    label: 'remote',
    box: { xmin: 40, ymin: 73, xmax: 175, ymax: 117 }
  },
  {
    score: 0.9768251776695251,
    label: 'cat',
    box: { xmin: 344, ymin: 25, xmax: 640, ymax: 372 }
  },
  {
    score: 0.8878865242004395,
    label: 'remote',
    box: { xmin: 333, ymin: 76, xmax: 370, ymax: 187 }
  },
  {
    score: 0.9277128577232361,
    label: 'sofa',
    box: { xmin: 0, ymin: -1, xmax: 640, ymax: 478 }
  }
]

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 · 321 MBWeights 21.7 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.md1.88 KB5403e158d5b900fe72a88a0554fc0fd9756f2018c69ac7a637e777f6ff1c0292
config.json5.30 KB93da70a20abe1f6c355dc5b9dd27c9eb8ad044c3b8159c7458141a899f488e71
onnx/model.onnx82.6 MB6c74a62251534f427294342508a162a7cd142418b4dd6222d0d0198851724bfa
onnx/model_bnb4.onnx66.0 MBf0407886307d6561d48590031377b158f92b1ad64db2faa8689e6d2cd846e1b6
onnx/model_fp16.onnx41.4 MB540c30402fb56fdbc1b2c6256b981d53b47d103b256474cf617bf6e9b3e321f8
onnx/model_int8.onnx21.7 MB80b228be9f662702d3436f87b3b54334ec0622825da20d67a08bb089dc67bb5c
onnx/model_q4.onnx66.3 MB3855f60797587d93675753b2f61058dcd84698e4fe2e37ceb35230fecfbd59de
onnx/model_quantized.onnx21.7 MB957de245529a3283a178057e0f71b36abfc6b6561dc38af5a11583884697cf58
onnx/model_uint8.onnx21.7 MB957de245529a3283a178057e0f71b36abfc6b6561dc38af5a11583884697cf58
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
37122d8b9b pinned now2026-11-15 05:21 UTC12 files · 321 MB

Use it

$ fw get onnx-community/rtdetr_r18vd_coco_o365
# manifest sha256 2bebde18697d… · 321 MB · 12 files
$ fw verify ./rtdetr_r18vd_coco_o365 onnx-community/rtdetr_r18vd_coco_o365
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_r18vd_coco_o365.json --dir ./rtdetr_r18vd_coco_o365 $ python3 fw.py verify ./rtdetr_r18vd_coco_o365 ./onnx-community__rtdetr_r18vd_coco_o365.json
hfThe Hugging Face CLI with one setting. Same repo id.
$ HF_ENDPOINT=https://freeweights.allternit.com hf download onnx-community/rtdetr_r18vd_coco_o365 --revision 37122d8b9b89eb8384fba4d688d05051eaf7bb78 --local-dir ./rtdetr_r18vd_coco_o365
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_r18vd_coco_o365: the strictest license along the lineage applies. 2026-11-15
Text in
README.md
Text sha256
5403e158d5b900fe72a88a0554fc0fd9756f2018c69ac7a637e777f6ff1c0292
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_r18vd_coco_o365Date: 2026-11-15Commit: 37122d8Signed: 2DC28CC7B26A283B ✓
Upstream
onnx-community/rtdetr_r18vd_coco_o365
Pinned commit
37122d8b9b89eb8384fba4d688d05051eaf7bb78
Manifest
rtdetr_r18vd_coco_o365.json · .minisig
Manifest sha256
2bebde18697d7179256a14e6f0c1890e7cb06affb4db4524d4a25fbb449d7a26
Signature
minisign, Ed25519, key 2DC28CC7B26A283B
Created
2026-11-15 05:21 UTC
Generator
freeweights-manifest/0.1.0
Takedowns
None.

How to verify

$ curl -O https://freeweights.allternit.com/manifests/onnx-community/rtdetr_r18vd_coco_o365.json $ curl -O https://freeweights.allternit.com/manifests/onnx-community/rtdetr_r18vd_coco_o365.json.minisig $ minisign -Vm rtdetr_r18vd_coco_o365.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_r18vd_coco_o365 · 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_r18vd_coco_o365
Open in Freeweights Studio

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

Signed manifest
minisign, key 2DC28CC7B26A283B. rtdetr_r18vd_coco_o365.json. Provenance. Takedown history: none.
Source
huggingface.co/onnx-community/rtdetr_r18vd_coco_o365

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