OmniParserMicrosoft
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Related Products
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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
Get a Logo, Favicon, Banner, OG Image, and Social Media Graphics customized to your project, in minutes.
1/ Startup Visuals Pack Generator
Get all the graphics in minutes, customized to your business style.
✔️ Logo
✔️ Favicon
✔️ Banner / OG image for social media
✔️ Social Media Graphics
2/ Beautiful Screenshots Editor
Create outstanding Screenshots with all the paddings, rounded corners, backgrounds, etc.
✔️ 1000+ icons
✔️ 200+ backgrounds
✔️ Easy to customize
✔️ Reusable Templates and Presets
✅ No design skills required.
Stop wasting time on next Startup Visuals and focus your mind on actually building the business 😉
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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
Startup Founders
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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
$19
A one-time payment to access StartupUtils at any time. The pro plan for $29 offers unlimited visuals.
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 InformationStartupUtils
Founded: 2024
Poland
startuputils.com
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Categories |
Categories |
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Integrations
Cua
GPT-4
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