Oneformer Cityscapes Swin Large
PulseGate's liveness check found it on 14 Sep 2026; it is registered on Hugging Face and has been in the index since 2 Aug 2026. How this is checked
OneFormer is a universal image segmentation model that can perform panoptic, instance, and semantic segmentation using a single transformer-based architecture. This variant is fine-tuned on the Cityscapes dataset using a Swin Large backbone. It is distributed on Hugging Face and can be used with the Transformers library.
Inferred · not functionally tested
Overview
3 featuresPurpose: Performing multiple segmentation tasks (panoptic, instance, semantic) with a single unified model architecture.
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: 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 Cityscapes Swin Large sits in PulseGate's Computer vision, OCR & document AI category. Inferred · not functionally tested: It focuses on performing multiple segmentation tasks (panoptic, instance, semantic) with a single unified model architecture. 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: Oneformer Cityscapes Swin Large is available on the web and API.
shi-labs builds and maintains Oneformer Cityscapes Swin Large, 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 Panoptic Segmentation, Instance Segmentation, and Semantic 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
- Panoptic Segmentation
- Instance Segmentation
- Semantic Segmentation
Topics: Inferred · not functionally tested
Built with & integrations
- AWS
- x-amz-cf-id header · x-amz-cf-pop header · via header
- local_oss
- huggingface in the HTML
Trust & compliance
Indexing history
1What PulseGate has recorded for this listing
- Indexed2 Aug · 17:49 UTCshi-labs/oneformer_cityscapes_swin_large seen via Hugging Face EnumeratorSource: Hugging Face Enumerator · Open
Frequently asked questions about Oneformer Cityscapes Swin Large
- What does Oneformer Cityscapes Swin Large do?
- Inferred · not functionally tested: Oneformer Cityscapes Swin Large focuses on performing multiple segmentation tasks (panoptic, instance, semantic) with a single unified model architecture. It is catalogued under Computer vision, OCR & document AI on PulseGate.
- Who is Oneformer Cityscapes Swin Large for?
- Inferred · not functionally tested: Oneformer Cityscapes Swin Large is an open-source project built for computer vision developers and researchers.
- Does Oneformer Cityscapes Swin Large have a free plan?
- Basis unknown · not verified: Yes — Oneformer Cityscapes Swin Large is open source under the MIT license and free to use.
- What platforms does Oneformer Cityscapes Swin Large run on?
- Basis unknown · not verified: Oneformer Cityscapes Swin Large runs on the web and API.
- Is Oneformer Cityscapes Swin Large still active?
- PulseGate's liveness check found it on 14 Sep 2026.
- What are alternatives to Oneformer Cityscapes Swin Large?
- Similar projects tracked by PulseGate include Oneformer Ade20k Swin Large, Oneformer Coco Swin Large, and Mask2former Swin Large Cityscapes Semantic.Oneformer Ade20k Swin LargeOneformer Coco Swin LargeMask2former Swin Large Cityscapes Semantic
- Who makes Oneformer Cityscapes Swin Large?
- Oneformer Cityscapes Swin Large is developed by shi-labs.
- How long has Oneformer Cityscapes Swin Large been around?
- Oneformer Cityscapes Swin Large first shipped in 2022.
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