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

SMarTrAgents gives small businesses an AI team for phone, office work and marketing. It runs on servers in the EU, each customer gets an isolated container, and your data is never used for training. Nine assistants cover phone calls, correspondence, follow-ups, website and social media texts and reports. They prepare, you approve: nothing that costs money or goes outside happens without your sign-off. No integration project, no in-house IT team, no per-seat pricing. A flat price from 25.99 euro per month, all assistants included, cancel monthly. Language models are processed partly outside the EU; we say so openly. Your documents stay in your container in the EU. Free trial: seven days.

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

Small businesses, sole traders, craft businesses, practices, agencies

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

€25.99/month
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

SMarTrAgents
Germany
smartragents.ai/

Alternatives

Alternatives

SmarTOW

SmarTOW

NAC Systems
Max Access

Max Access

ABILITY
ShelfCount

ShelfCount

Insider Management
AnyParser

AnyParser

CambioML
Homedale

Homedale

RunToSZ

Categories

Categories

Integrations

Cua
GPT-4

Integrations

Cua
GPT-4
Claim OmniParser and update features and information
Claim OmniParser and update features and information
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Claim SMarTrAgents and update features and information