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Oneformer Coco Swin Large

huggingface.coInfrastructure

PulseGate's liveness check found it on 12 Oct 2026; it is registered on Hugging Face and has been in the index since 11 Sep 2026. How this is checked

OneFormer COCO Swin Large is an open-weight computer vision model for universal image segmentation, including semantic, instance, and panoptic segmentation. It is distributed through Hugging Face for researchers and developers to run locally or access through inference services.

Inferred · not functionally tested

Open SourceMITWebSelf-hostedCloud-managedAPICLI
Oneformer Coco Swin Large preview
Visit huggingface.co
1.7kstars
154forks
6features
2022since

Overview

6 features

Purpose: Performing universal image segmentation without training a vision model from scratch.

Inferred · not functionally tested

Audience: computer vision developers and researchers

Inferred · not functionally tested

Functions: data_extraction

Inferred · not functionally tested

Interfaces: API: indicated (inferred, not tested) · MCP: unknown · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)

Recorded constraints: pricing: open_source · license: MIT · platforms: WEB · deployment: browser, self_hosted, cloud_managed, api_only, cli

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: huggingface.co. These links do not verify the individual claims.

Oneformer Coco Swin Large is an Other AI project. Inferred · not functionally tested: It focuses on performing universal image segmentation without training a vision model from scratch. Inferred · not functionally tested: It is built as an open-source project for computer vision developers and researchers. Basis unknown · not verified: The project is open source (MIT). Basis unknown · not verified: It ships for the web, API, and the command line, and it can be self-hosted.

Behind Oneformer Coco Swin Large is SHI Labs, and it first shipped in 2022. Development happens publicly on GitHub with 1.7k stars. Inferred · not functionally tested: Key capabilities include semantic segmentation, instance segmentation, and panoptic segmentation. Inferred · not functionally tested: Catalogued interfaces include a public API.

Summary written by a language model from the project’s public pages.

Tasks: Inferred · not functionally tested

  • Semantic segmentation
  • Instance segmentation
  • Panoptic segmentation
  • Swin Transformer backbone
  • COCO-trained weights
  • Inference API

Topics: Inferred · not functionally tested

Tags
image-segmentationcomputer-visioncoco-datasetswin-transformer
AI capabilities
Image
Inference: LocalWeights: Open

JSON profile · Text profile · Access guide

Built with & integrations

Hosting
AWS
AI providers
local_oss
Connectors
API
Runs on
BrowserSelf-hostedCloud-managedAPI-onlyCLI
Detected from
AWS
x-amz-cf-id header · x-amz-cf-pop header · via header
local_oss
huggingface in the HTML

Trust & compliance

License
MIT
Public signals
HTTPSPrivacy PolicyTerms of ServiceOpen SourceFree tier
Legal
Privacy Policy Terms of Service

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed11 Sep · 10:24 UTC
    shi-labs/oneformer_coco_swin_large seen via Hugging Face Enumerator
    Source: Hugging Face Enumerator · Open

Frequently asked questions about Oneformer Coco Swin Large

What is Oneformer Coco Swin Large?
Inferred · not functionally tested: Oneformer Coco Swin Large focuses on performing universal image segmentation without training a vision model from scratch. It is catalogued under Other AI on PulseGate.
Who is Oneformer Coco Swin Large for?
Inferred · not functionally tested: Oneformer Coco Swin Large is an open-source project built for computer vision developers and researchers.
Is Oneformer Coco Swin Large free?
Basis unknown · not verified: Yes — Oneformer Coco Swin Large is open source under the MIT license and free to use.
What platforms does Oneformer Coco Swin Large run on?
Basis unknown · not verified: Oneformer Coco Swin Large runs on the web, API, and the command line. It can also be self-hosted.
Is Oneformer Coco Swin Large still active?
PulseGate's liveness check found it on 12 Oct 2026.
What projects are similar to Oneformer Coco Swin Large?
Similar projects tracked by PulseGate include Oneformer Cityscapes Swin Large, Oneformer Ade20k Swin Large, and Mask2former Swin Tiny Coco Instance.Oneformer Cityscapes Swin LargeOneformer Ade20k Swin LargeMask2former Swin Tiny Coco Instance
Who develops Oneformer Coco Swin Large?
Oneformer Coco Swin Large is developed by SHI Labs.
How long has Oneformer Coco Swin Large been around?
Oneformer Coco Swin Large first shipped in 2022.

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