OmniParserMicrosoft
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About
Caesr is an AI agent platform that automates real software interactions across web, desktop, and mobile environments using plain-English prompts. It clicks, types, scrolls, fills forms, and navigates UIs visually, no APIs, integrations, or scripting required. It operates across platforms by “seeing” interfaces via computer vision and reasoning, enabling users to delegate tasks on devices where automation is typically hard or not supported. Caesr supports multi-step flows across tools, adapting when layouts change and chaining actions across apps. Use cases include automating CRM updates, filling internal tools without APIs, running tests on real devices, scraping data where connectors don’t exist, and building tailored workflows with natural language commands. The system is built for cross-platform coverage, it can act on web pages, desktop apps, or mobile screens and is designed to coexist with existing tools and workflows.
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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.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
|
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Audience
Professionals, operations teams, and developers who need to automate workflows on tools without APIs or integration support by using natural language to drive UI-level actions across devices
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Audience
Researchers in need of a tool to enhance AI agents' interaction with graphical user interfaces through advanced screen parsing techniques
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
€29 per month
Free Version
Free Trial
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Pricing
No information available.
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationCaesr
Founded: 2021
Germany
www.caesr.ai/
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Company InformationMicrosoft
Founded: 1975
United States
microsoft.github.io/OmniParser/
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Categories |
Categories |
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Integrations
Cua
GPT-4
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