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Oneformer Ade20k Swin Large

huggingface.coInfrastructure

PulseGate's liveness check found it on 14 Sep 2026; it is registered on GitHub and Hugging Face and has been in the index since 21 Jul 2026. How this is checked

OneFormer ADE20K Swin Large is a universal image segmentation model that can perform semantic, instance, and panoptic segmentation using a single transformer-based architecture. It eliminates the need for task-specific heads or separate models by using a unified query-based approach. The model is hosted on Hugging Face and is intended for researchers and developers working on computer vision tasks.

Inferred · not functionally tested

Open SourceMITWebAPI
Oneformer Ade20k Swin Large preview
Visit huggingface.co
1.7kstars
156forks
4features
2022since

Overview

4 features

Purpose: Performing unified image segmentation without task-specific models or architectures.

Inferred · not functionally tested

Audience: machine learning researchers and developers

Inferred · not functionally tested

Functions: data_extraction

Inferred · not functionally tested

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

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

Constraint provenance is unknown; confirm requirements with the publisher.

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

Oneformer Ade20k Swin Large is a Computer vision, OCR & document AI project. Inferred · not functionally tested: It focuses on performing unified image segmentation without task-specific models or architectures. Inferred · not functionally tested: It is built as an open-source project for machine learning researchers and developers. Basis unknown · not verified: Oneformer Ade20k Swin Large is open source under the MIT license. Basis unknown · not verified: It runs on the web and API.

Behind Oneformer Ade20k Swin Large is shi-labs, and it first shipped in 2022. The project is developed in the open on GitHub with 1.7k stars. Inferred · not functionally tested: Key capabilities include Image Segmentation, Panoptic Segmentation, and Semantic Segmentation.

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

Tasks: Inferred · not functionally tested

  • Image Segmentation
  • Panoptic Segmentation
  • Semantic Segmentation
  • Instance Segmentation

Topics: Inferred · not functionally tested

Tags
image-segmentationpanoptic-segmentationswin-transformerade20koneformer
AI capabilities
Image
Inference: LocalWeights: Open

JSON profile · Text profile · Access guide

Built with & integrations

Hosting
AWS
AI providers
local_oss
Runs on
BrowserAPI-only
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 tierGitHub · ★ 1.7k
Legal
Privacy Policy Terms of Service

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed21 Jul · 13:04 UTC
    shi-labs/oneformer_ade20k_swin_large seen via Hugging Face Enumerator
    Source: Hugging Face Enumerator · Open

Frequently asked questions about Oneformer Ade20k Swin Large

What does Oneformer Ade20k Swin Large do?
Inferred · not functionally tested: Oneformer Ade20k Swin Large focuses on performing unified image segmentation without task-specific models or architectures. It is catalogued under Computer vision, OCR & document AI on PulseGate.
Who is Oneformer Ade20k Swin Large for?
Inferred · not functionally tested: Oneformer Ade20k Swin Large is an open-source project built for machine learning researchers and developers.
Does Oneformer Ade20k Swin Large have a free plan?
Basis unknown · not verified: Yes — Oneformer Ade20k Swin Large is open source under the MIT license and free to use.
What platforms does Oneformer Ade20k Swin Large run on?
Basis unknown · not verified: Oneformer Ade20k Swin Large runs on the web and API.
Is Oneformer Ade20k Swin Large still active?
PulseGate's liveness check found it on 14 Sep 2026.
What projects are similar to Oneformer Ade20k Swin Large?
Similar projects tracked by PulseGate include Oneformer Ade20k Swin Tiny, Oneformer Cityscapes Swin Large, and Oneformer Coco Swin Large.Oneformer Ade20k Swin TinyOneformer Cityscapes Swin LargeOneformer Coco Swin Large
Who develops Oneformer Ade20k Swin Large?
Oneformer Ade20k Swin Large is developed by shi-labs.
When did Oneformer Ade20k Swin Large launch?
Oneformer Ade20k Swin Large first shipped in 2022.

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