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Oneformer Ade20k Swin Tiny

huggingface.coInfrastructure

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

OneFormer is a universal image segmentation framework based on a Swin Transformer backbone. This variant is fine-tuned on the ADE20K dataset and can perform semantic, instance, and panoptic segmentation using a single model. It is distributed on Hugging Face for use with the Transformers library.

Inferred · not functionally tested

Open SourceMITWebAPI
Oneformer Ade20k Swin Tiny preview
Visit huggingface.co
1.7kstars
156forks
1alternative
3features
2022since

Overview

3 features

Purpose: Performing panoptic, instance, and semantic segmentation with a single model.

Inferred · not functionally tested

Audience: 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. These links do not verify the individual claims.

Oneformer Ade20k Swin Tiny sits in PulseGate's Computer vision, OCR & document AI category. Inferred · not functionally tested: It focuses on performing panoptic, instance, and semantic segmentation with a single model. Inferred · not functionally tested: It is built as an open-source project for developers. Basis unknown · not verified: Oneformer Ade20k Swin Tiny is open source under the MIT license. Basis unknown · not verified: It ships for the web and API.

shi-labs builds and maintains Oneformer Ade20k Swin Tiny, and it first shipped in 2022. The project is developed in the open on GitHub with 1.7k stars. Inferred · not functionally tested: Among its 3 catalogued features are Image Segmentation, Universal Segmentation, and Swin Transformer.

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

Tasks: Inferred · not functionally tested

  • Image Segmentation
  • Universal Segmentation
  • Swin Transformer

Topics: Inferred · not functionally tested

Tags
image-segmentationoneformerswin-transformerade20k
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 tier

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed21 Jul · 18:09 UTC
    shi-labs/oneformer_ade20k_swin_tiny seen via Hugging Face Enumerator
    Source: Hugging Face Enumerator · Open

Frequently asked questions about Oneformer Ade20k Swin Tiny

What does Oneformer Ade20k Swin Tiny do?
Inferred · not functionally tested: Oneformer Ade20k Swin Tiny focuses on performing panoptic, instance, and semantic segmentation with a single model. It is catalogued under Computer vision, OCR & document AI on PulseGate.
Who is Oneformer Ade20k Swin Tiny for?
Inferred · not functionally tested: Oneformer Ade20k Swin Tiny is an open-source project built for developers.
Is Oneformer Ade20k Swin Tiny free?
Basis unknown · not verified: Yes — Oneformer Ade20k Swin Tiny is open source under the MIT license and free to use.
What platforms does Oneformer Ade20k Swin Tiny run on?
Basis unknown · not verified: Oneformer Ade20k Swin Tiny runs on the web and API.
Is Oneformer Ade20k Swin Tiny still active?
PulseGate's liveness check found it on 14 Sep 2026.
What projects are similar to Oneformer Ade20k Swin Tiny?
Similar projects tracked by PulseGate include Oneformer Ade20k Swin Large, Oneformer Cityscapes Swin Large, and Oneformer Coco Swin Large.Oneformer Ade20k Swin LargeOneformer Cityscapes Swin LargeOneformer Coco Swin Large
Who develops Oneformer Ade20k Swin Tiny?
Oneformer Ade20k Swin Tiny is developed by shi-labs.
How long has Oneformer Ade20k Swin Tiny been around?
Oneformer Ade20k Swin Tiny first shipped in 2022.

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