OmniParser

OmniParser

Microsoft
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+

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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

Emmy and Academy Award-winning modeling and animation suite used to create trees and plants for films and television. The industry standard for 3D vegetation modeling in games. Tools include the SpeedTree Modeler, Compiler, and full source SDK. Subscription pipelines for the most popular and cutting-edge game engines. SpeedTree for Games is an Award-winning 3D Procedural vegetation middleware product with fine-tuned art controls. Includes Modeler, Compiler, Tree Library and full-source SDK. Increased performance throughout, including faster instance paging, constant buffer updates, and shader optimizations. SpeedTree Cinema is the award-winning 3D-modeling suite that allows you to model, texture, and animate, both stylized and photoreal vegetation for VFX, arch/viz, or matte paintings. Model and shape any type of vegetation using a combination of procedural and fine-tuned art controls.

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

Game developers or VFX professionals that need a 3D vegetation modeling solution

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

Pricing

No information available.
Free Version
Free Trial

Pricing

No information available.
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

IDV
United States
www.speedtree.com

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Categories

Categories

Game Development Features

2D
3D
Analytics
Animation
Asset Management
Drag & Drop
eCommerce
IT Asset Management
Network Management
Physics
Player Management
Prototyping
Virtual Reality

Integrations

Cua
GPT-4
Unity
iProov

Integrations

Cua
GPT-4
Unity
iProov
Claim OmniParser and update features and information
Claim OmniParser and update features and information
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