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

Welcome to Quick Scraper - your one-stop shop for lightning-fast HTML extraction from any website, in just one click! We handle proxy servers, browsers, and CAPTCHAs effortlessly, so you can focus on what matters most. Transform data on the fly with our versatile parsers: JSON, CSV, Excel, and more. Enjoy seamless integration with ready-to-go APIs (parsers) for popular sites like Amazon, eBay, Walmart, and beyond. Our cutting-edge QuickScraper API boasts built-in anti-bot detection and bypass capabilities, ensuring your requests sail through without a hitch.

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

Anyone wanting an advanced Web Scraping 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 Supported

Screenshots and Videos

Screenshots and Videos

Pricing

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

Pricing

$30 per month
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

QuickScraper
quickscraper.co

Alternatives

Alternatives

Max Access

Max Access

ABILITY
AnyParser

AnyParser

CambioML

Categories

Agentic AI Supported
AI Agents Supported

Categories

Web Scraping Supported
Web Scraping APIs Supported

Integrations

Cua Supported
GPT-4 Supported
HTML Not Supported
JSON Not Supported
Microsoft Excel Not Supported

Integrations

Cua Not Supported
GPT-4 Not Supported
HTML Supported
JSON Supported
Microsoft Excel Supported
Claim OmniParser and update features and information
Claim OmniParser and update features and information
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