OmniParser

OmniParser

Microsoft
+
+

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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.

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.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Researchers in need of a tool to enhance AI agents' interaction with graphical user interfaces through advanced screen parsing techniques

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

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

No images available

Pricing

No information available.
Free Version
Free Trial

Pricing

$4.9
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Microsoft
Founded: 1975
United States
microsoft.github.io/OmniParser/

Company Information

SparkIconAI
sparkiconai.com

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AnyParser

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CambioML
Lightscreen

Lightscreen

Christian Kaiser

Categories

Categories

Integrations

Cua
GPT-4

Integrations

Cua
GPT-4
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