OmniParserMicrosoft
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About
IconEdit2 is a lightweight yet powerful icon editor designed for creating and editing icons for applications, websites, and user interfaces. With an intuitive interface and versatile tools, it supports a wide range of icon formats and resolutions, making it ideal for both beginners and professionals. Users can design icons from scratch or modify existing ones, leveraging features such as transparency, layers, gradients, and customizable color palettes. IconEdit2 ensures compatibility with modern operating systems and platforms, providing an efficient solution for crafting visually appealing and functional icons for any project.
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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
Users interested in an icon editing software solution for Windows
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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
$19.95/user/year
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 InformationIconEdit2
www.iconedit2.com
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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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