OmniParser

OmniParser

Microsoft
+
+

Related Products

  • QBench
    152 Ratings
    Visit Website
  • Monitask
    359 Ratings
    Visit Website
  • ARGOS Identity
    8 Ratings
    Visit Website
  • ClickLearn
    67 Ratings
    Visit Website
  • ActCAD Software
    401 Ratings
    Visit Website
  • Bluepear
    55 Ratings
    Visit Website
  • Hubstaff
    3,995 Ratings
    Visit Website
  • Gaffa
    5 Ratings
    Visit Website
  • Curtain MonGuard Screen Watermark
    7 Ratings
    Visit Website
  • AIMS360 Apparel Software
    92 Ratings
    Visit Website

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

PostCSS is a versatile tool that transforms CSS using JavaScript plugins, enabling a wide range of functionalities such as linting, supporting variables and mixins, transpiling future CSS syntax, and inlining images. It serves as a framework for developing CSS tools and can be utilized to create template languages similar to Sass and LESS. The core of PostCSS comprises a CSS parser that generates an abstract syntax tree, a set of classes that form the tree, a CSS generator that produces a CSS line for the object tree, and a code map generator for CSS changes. Plugins operate on the object tree, analyzing and modifying it before PostCSS generates a new CSS string reflecting these changes. Notable plugins include Autoprefixer, which adds vendor prefixes, and Stylelint, a modern CSS linter that enforces consistent conventions and avoids errors in stylesheets. PostCSS is employed by industry leaders such as Wikipedia, Twitter, Alibaba, and JetBrains.

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 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

Audience

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

Audience

Teams and individuals in need of a tool to enhance and automate their CSS processing operations through a rich ecosystem of plugins

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 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 Not Supported

Company Information

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

Company Information

PostCSS
Founded: 2013
United States
postcss.org

Alternatives

Alternatives

Max Access

Max Access

ABILITY
AnyParser

AnyParser

CambioML
Homedale

Homedale

RunToSZ
Piny

Piny

Pinegrow

Categories

Agentic AI Supported
AI Agents Supported

Categories

Web Design Supported

Integrations

CSS Not Supported
Cua Supported
GPT-4 Supported
JavaScript Not Supported
ZippyStarter Not Supported
daisyUI Not Supported

Integrations

CSS Supported
Cua Not Supported
GPT-4 Not Supported
JavaScript Supported
ZippyStarter Supported
daisyUI Supported
Claim OmniParser and update features and information
Claim OmniParser and update features and information
Claim PostCSS and update features and information
Claim PostCSS and update features and information