vision
YOLOS
Plain ViT object detector, from the paper "You Only Look at One Sequence".
Levelmodel
Classvision
Parameters30.68M
Contextnot in the notes
Released1 Jun 2021
Opennessopen weights permissive
Runs onnot in the notes
Statusactive
Identity
- Developer
- Huazhong University of Science and Technology
- Family
- not in the notes
- Released
- 1 Jun 2021 sourcesannouncement page
- Weights published
- 26 Apr 2022
- Record checked
- 12 Oct 2026
Where this comes from
Developer and dates from the research notes. Release date is the vendor's public announcement; weights date is when open weights were published.
Architecture and Size
- Architecture
- dense transformer
- Total parameters
- 30.68M sources
- Active parameters
- –
- Checkpoint parameters
- –
- Context length
- not in the notes
- Input
- image
- Output
- labels and boxes
Where this comes from
Parameter counts as the developer states them. Where the checkpoint holds a different total, both are shown (register A16).
Openness and Access
- Openness
- open weights permissive
- Licence
- Apache License 2.0 sources
- Access routes
- open weights download, cloud marketplace
Where this comes from
The licence file governs over registry tags and aggregator labels.
Deployment
- Runs on
- not in the notes
- Footprint
- not in the notes
- Runtimes
- not in the notes
Where this comes from
Deployment tiers and runtimes as named in the notes. Footprint is the notes' figure, not a measurement by AURION.
Indonesia
- Indonesian support
- not stated
- Regional languages
- not in the notes
- Jakarta hosting
- unknown
- Languages
- not in the notes
Where this comes from
Indonesia fields are carried on every model; unknown is an allowed value.
Benchmark Results
The notes record no benchmark result for this model.
Lineage
The notes record no lineage for this model.
Industry Use Cases
No industry use case links this model.
Links
ModelYOLOSHuazhong University of Science and Technology, vision
YOLOSHuazhong University of Science and Technology, visionUse CasesSafety (PPE, Hazards, Fatigue)IndustrialVisual Quality Inspection and Defect DetectionIndustrialUse cases of models in the same R&D topic; none is recorded for this model itself.
Who Runs It
PT Bukit Asam TbkIn production, 9 Sep 2026
PT Aneka Tambang Tbk (ANTAM), ferronickelIn production, 9 Sep 2026PLN Indonesia Power with Huawei (PLTU Banten 3 Lontar)Research, 26 Nov 2025
PT Kilang Pertamina Internasional (Pertamina refineries)In production, 17 Oct 2025+5 moreDeployments of these use cases; none names this model.
PT Bukit Asam TbkIn production, 9 Sep 2026PT Aneka Tambang Tbk (ANTAM), ferronickelIn production, 9 Sep 2026PLN Indonesia Power with Huawei (PLTU Banten 3 Lontar)Research, 26 Nov 2025PT Kilang Pertamina Internasional (Pertamina refineries)In production, 17 Oct 2025+5 moreDeployments of these use cases; none names this model.Sources
- arxiv.org/abs/2106.00666 https://arxiv.org/abs/2106.00666
- huggingface.co/hustvl/yolos-small https://huggingface.co/hustvl/yolos-small
- ai.azure.com/catalog/models?task=object-detection https://ai.azure.com/catalog/models?task=object-detection
- huggingface.co/api/models?pipeline_tag=object-detection&sort... https://huggingface.co/api/models?pipeline_tag=object-detection&sort=downloads&limit=50
To cite this page: Project AURION, AI Use-Cases Research & Innovation, "YOLOS", https://aurion.semai.id/models/hust-yolos/, records of October 2026.