OmniParserMicrosoft
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Related Products
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About
IconKit is an AI icon generator that creates stunning, unique icons tailored to your needs. From sleek and modern to playful and whimsical, we ensure that each icon is a perfect match for your design vision. IconKit provides a user-friendly interface that makes it easy for users to navigate and generate icons in a few clicks. IconKit provides you with the flexibility of fine-tuning colors and styles to make icons that align perfectly with your brand. If you're not satisfied with your icon, you can generate more or request a refund within an hour of purchasing credits. IconKit icons are yours to keep and can be used for commercial purposes without any limitations. To generate an icon, you describe the object you want to see in the icon, specify the color, style, and quantity required, and let IconKit work its magic. We takes your input and create unique icons tailored to your preferences.
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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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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
Anyone wanting an AI solution that helps generate icons
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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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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
$9.99 per 100 credits
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 InformationIconKit
iconkit.ai/
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Company InformationMicrosoft
Founded: 1975
United States
microsoft.github.io/OmniParser/
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Categories |
Categories |
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Integrations
Cua
GPT-4
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