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
WorkBeaver is an AI-driven automation platform that learns repetitive tasks by watching you perform them once and then replays them on your screen across desktop and web applications. Its “show & tell” approach means you don’t need to code, set up integrations, or drag-and-drop workflows, just demonstrate what you want done, and WorkBeaver builds a resilient digital blueprint that adapts even as UI elements change. The system handles everything from data entry and CRM updates to invoicing, scheduling, form filling, and follow-ups, all without requiring prior API connectivity. Security is emphasized via zero-knowledge protocols and end-to-end encryption so that only you can access your workflow data. Because it operates at the visual level, WorkBeaver works with virtually any software visible on your screen, even custom or in-house applications, and is less prone to breaking when interfaces evolve.
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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
Professionals and small teams requiring a solution to automate them without writing code or relying on prebuilt integrations
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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
$14.99 per month
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 InformationWorkBeaver
Founded: 2024
United Kingdom
workbeaver.com
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