OmniParserMicrosoft
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About
OmniParser is a comprehensive method for parsing user interface screenshots into structured elements, significantly enhancing the ability of multimodal models like GPT-4 to generate actions accurately grounded in corresponding regions of the interface. It reliably identifies interactable icons within user interfaces and understands the semantics of various elements in a screenshot, associating intended actions with the correct screen regions. To achieve this, OmniParser curates an interactable icon detection dataset containing 67,000 unique screenshot images labeled with bounding boxes of interactable icons derived from DOM trees. Additionally, a collection of 7,000 icon-description pairs is used to fine-tune a caption model that extracts the functional semantics of detected elements. Evaluations on benchmarks such as SeeClick, Mind2Web, and AITW demonstrate that OmniParser outperforms GPT-4V baselines, even when using only screenshot inputs without additional information.
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About
OpenParser AI is an AI-powered truth hub for document-heavy businesses, built to turn documents, databases, and website content into a single secure knowledge layer. Ask a question and let AI find answers across your documents, databases, and websites, with every answer cited back to the exact document page, database row, or web paragraph it came from. OpenParser provides intelligent document management, plain-English document Q&A, database querying with no SQL required, website content search, cross-document intelligence, role-based access, document approval workflows, instant verification, and structured outputs your team can act on directly. Teams can upload documents or connect to Google Drive, SharePoint, SQL databases, and website URLs, while auto-sync keeps sources current. The OpenParser AI Engine reads and reasons across everything, powered by Llama by default or the user’s own LLM, including OpenAI, Anthropic, Gemini, and more.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Researchers in need of a tool to enhance AI agents' interaction with graphical user interfaces through advanced screen parsing techniques
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Audience
Compliance operations teams that need cited AI answers and automated document workflows across contracts, databases, websites, and regulated business records
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
No information available.
Free Version
Free Trial
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Pricing
No information available.
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationMicrosoft
Founded: 1975
United States
microsoft.github.io/OmniParser/
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Company InformationOpenParser AI
United States
www.openparser.ai/
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Categories |
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Integrations
Amazon Web Services (AWS)
Anthropic
Cua
GPT-4
Gemini
Gmail
Google Cloud Platform
Google Drive
HTML
Microsoft Azure
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Integrations
Amazon Web Services (AWS)
Anthropic
Cua
GPT-4
Gemini
Gmail
Google Cloud Platform
Google Drive
HTML
Microsoft Azure
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