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
SparkIconAI is an all-in-one AI icon generator platform designed to help users create, organize, and manage high-quality icons بسهولة. It allows users to generate unique icons by simply describing their ideas using natural language prompts. The platform supports a wide variety of styles, including hand-drawn, 3D, neon, and minimalist designs. Users can organize their generated icons into projects for better management and reuse across different applications. SparkIconAI also provides a curated icon gallery where users can explore and download community-created assets. Built-in tools like background removal and image compression help refine and optimize icons. The platform supports multiple export formats such as PNG, SVG, ICO, and WEBP for flexible use. Overall, SparkIconAI streamlines the entire icon creation workflow from concept to final export in one place.
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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
Designers, developers, marketers, and businesses looking for an efficient AI-powered solution to create, manage, and export high-quality icons for digital products and branding
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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 VideosNo images available
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Pricing
No information available.
Free Version
Free Trial
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Pricing
$4.9
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 InformationSparkIconAI
sparkiconai.com
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Categories |
Categories |
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Integrations
Cua
GPT-4
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