Layoutlmv3 Large
LayoutLMv3 Large is a pre-trained multimodal model developed by Microsoft that integrates text, layout, and image information for document understanding tasks. It excels at layout analysis, form understanding, receipt parsing, and visual question answering on scanned or digital documents. The model is distributed via Hugging Face and is used by developers building document AI pipelines, often fine-tuned for specific enterprise document processing needs.
Overview
4 featuresLayoutlmv3 Large is a Computer vision, OCR & document AI project. It focuses on understanding and extracting information from complex document images that combine text, layout, and visual elements. Layoutlmv3 Large is an open-source project aimed at developers. Layoutlmv3 Large is open source under the Apache-2.0 license. It runs on the web and API, and it can be self-hosted.
Behind Layoutlmv3 Large is Microsoft, and it first shipped in 2018. The project is developed in the open on GitHub with 162.7k stars and 758 commits in the last 90 days. Key capabilities include document layout analysis, visual question answering, and information extraction. It exposes integrations via a public API.
Summary written by a language model from the project’s public pages.
- Document layout analysis
- Visual question answering
- Information extraction
- Multimodal transformer
Built with & integrations
- AWS
- x-amz-cf-id header · x-amz-cf-pop header · via header
Trust & compliance
Indexing history
1What PulseGate has recorded for this listing
- Indexed19 Jul · 20:51 UTCmicrosoft/layoutlmv3-large verified via Hugging Face EnumeratorSource: Hugging Face Enumerator · Open
Frequently asked questions about Layoutlmv3 Large
- What is Layoutlmv3 Large?
- Layoutlmv3 Large focuses on understanding and extracting information from complex document images that combine text, layout, and visual elements. It is catalogued under Computer vision, OCR & document AI on PulseGate.
- Who is Layoutlmv3 Large for?
- Layoutlmv3 Large is an open-source project built for developers.
- Does Layoutlmv3 Large have a free plan?
- Yes — Layoutlmv3 Large is open source under the Apache-2.0 license and free to use.
- What platforms does Layoutlmv3 Large run on?
- Layoutlmv3 Large runs on the web and API. It can also be self-hosted.
- Is Layoutlmv3 Large still maintained?
- The GitHub repository shows 758 commits in the last 90 days.
- What projects are similar to Layoutlmv3 Large?
- Similar projects tracked by PulseGate include Layoutlmv3 Base, Layoutlmv3 Finetuned Funsd, and Layoutlm Document Qa.Layoutlmv3 BaseLayoutlmv3 Finetuned FunsdLayoutlm Document Qa
- Who develops Layoutlmv3 Large?
- Layoutlmv3 Large is developed by Microsoft.
- When did Layoutlmv3 Large launch?
- Layoutlmv3 Large first shipped in 2018.
Similar projects
Closest matches by what these projects do