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 Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Supported
Mac Supported
Linux Not Supported
Cloud Not Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

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 Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

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

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 Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Supported

Company Information

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

Company Information

IDV
United States
www.speedtree.com

Alternatives

Alternatives

PlantFactory

PlantFactory

e-on software
Max Access

Max Access

ABILITY
Vegetation Management

Vegetation Management

Partner Software
Torque 3D

Torque 3D

GarageGames
AnyParser

AnyParser

CambioML
GameMaker

GameMaker

Opera Software
Homedale

Homedale

RunToSZ
Maya LT

Maya LT

Autodesk

Categories

Agentic AI Supported
AI Agents Supported

Categories

3D Modeling Supported
Game Development Supported
Game Engines Supported

Game Development Features

2D Not Supported
3D Supported
Analytics Not Supported
Animation Supported
Asset Management Not Supported
Drag & Drop Not Supported
eCommerce Not Supported
IT Asset Management Supported
Network Management Not Supported
Physics Supported
Player Management Not Supported
Prototyping Not Supported
Virtual Reality Not Supported

Integrations

Cua Supported
GPT-4 Supported
Unity Not Supported
iProov Not Supported

Integrations

Cua Not Supported
GPT-4 Not Supported
Unity Supported
iProov Supported
Claim OmniParser and update features and information
Claim OmniParser and update features and information
Claim SpeedTree and update features and information
Claim SpeedTree and update features and information