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

Pixelshot is a mobile app that uses advanced AI to automatically organize and summarize your screenshots so you can find critical information quickly instead of endlessly scrolling through your gallery. It scans each screenshot, extracts the text and metadata, then generates concise titles and summaries that appear alongside the image; each screenshot receives AI-generated tags and becomes part of a searchable library. The processing prioritizes privacy: the extraction of text happens locally on your device, so images themselves are not uploaded, while only text (not images) is optionally sent to a cloud AI service for summarization and is not stored. Users can create custom collections, manually add notes to individual screenshots, perform keyword searches across summaries or tags, and manage screenshots by date, category, or topic. The interface supports grouping screenshots into folders/collections, multi-select operations, and seamless integration with your gallery.

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

Smartphone users wanting a solution to organize and recall screenshots instantly

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

$9 per 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

Pixelshot
United States
pixelshot.ai/

Alternatives

Alternatives

Max Access

Max Access

ABILITY
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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