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OneFormer

huggingface.coComputer vision, OCR & document AI

PulseGate's liveness check found it on 19 Sep 2026; it is registered on Hugging Face Spaces and has been in the index since 19 Sep 2026. How this is checked

OneFormer is an open-source computer-vision model and interactive Hugging Face Space for segmenting images. Users can upload an image, select panoptic, instance, or semantic segmentation, choose a dataset and backbone, and receive a color-coded segmentation map.

Inferred · not functionally tested

FreeWebCLISelf-hosted
OneFormer preview
Visit huggingface.co

Overview

6 features

Purpose: Segmenting images into panoptic, instance, or semantic regions without building a computer-vision pipeline.

Inferred · not functionally tested

Audience: computer vision researchers and developers

Inferred · not functionally tested

Functions: data_extraction

Inferred · not functionally tested

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

Recorded constraints: pricing: free · license: Proprietary · platforms: CLI, WEB · deployment: browser, cli, self_hosted

Constraint provenance is unknown; confirm requirements with the publisher.

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

OneFormer sits in PulseGate's Computer vision, OCR & document AI category. Inferred · not functionally tested: It focuses on segmenting images into panoptic, instance, or semantic regions without building a computer-vision pipeline. Inferred · not functionally tested: OneFormer is an open-source project aimed at computer vision researchers and developers. Basis unknown · not verified: OneFormer costs nothing to use. Basis unknown · not verified: OneFormer is available on the web and the command line, and it can be self-hosted.

Behind OneFormer is shi-labs. Inferred · not functionally tested: Key capabilities include Image Upload, Panoptic Segmentation, and Instance Segmentation.

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

Tasks: Inferred · not functionally tested

  • Image Upload
  • Panoptic Segmentation
  • Instance Segmentation
  • Semantic Segmentation
  • Dataset Selection
  • Backbone Selection

Topics: Inferred · not functionally tested

Tags
image-segmentationpanoptic-segmentationinstance-segmentationsemantic-segmentation
AI capabilities
ImageStructured
Inference: LocalWeights: Open

JSON profile · Text profile · Access guide

Built with & integrations

Hosting
AWS
AI providers
local_oss
Runs on
BrowserCLISelf-hosted
Detected from
AWS
x-amz-cf-id header · x-amz-cf-pop header · via header
local_oss
huggingface in the HTML

Trust & compliance

Public signals
HTTPSFree tier

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed19 Sep · 20:03 UTC
    shi-labs/OneFormer seen via Hugging Face Enumerator
    Source: Hugging Face Enumerator · Open

Frequently asked questions about OneFormer

What does OneFormer do?
Inferred · not functionally tested: OneFormer focuses on segmenting images into panoptic, instance, or semantic regions without building a computer-vision pipeline. It is catalogued under Computer vision, OCR & document AI on PulseGate.
Who should use OneFormer?
Inferred · not functionally tested: OneFormer is an open-source project built for computer vision researchers and developers.
Does OneFormer have a free plan?
Basis unknown · not verified: Yes — OneFormer is free to use.
What platforms does OneFormer run on?
Basis unknown · not verified: OneFormer runs on the web and the command line. It can also be self-hosted.
Is OneFormer still active?
PulseGate's liveness check found it on 19 Sep 2026.
Who makes OneFormer?
OneFormer is developed by shi-labs.

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