AnyParserCambioML
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OmniParserMicrosoft
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Related Products
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About
AnyParser, developed by CambioML, is a real-time parser designed to extract content from various file formats, including PDFs, DOCX files, and images. It offers features such as full content parsing, key-value extraction, and table extraction, providing accurate and efficient data retrieval. The platform utilizes advanced Vision Language Models (VLMs) to enhance document retrieval accuracy by up to 2x compared to traditional OCR models, ensuring precise extraction of text, tables, charts, and layout information. AnyParser prioritizes client privacy by processing data locally, ensuring that sensitive information remains confidential and secure. The API is designed for seamless enterprise integration, allowing users to customize extraction rules and output formats according to their specific needs. With support for multiple file formats and a user-friendly interface, AnyParser streamlines data extraction processes, making it a valuable tool for businesses.
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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
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
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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
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Audience
Data analysts requiring a tool to automate the extraction of structured information from diverse document formats
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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
Not Supported
24/7 Live Support
Supported
Online
Supported
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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API
Offers API
Supported
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API
Offers API
Not Supported
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
$499 per month
Free Version
Not Supported
Free Trial
Supported
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Pricing
No information available.
Free Version
Not Supported
Free Trial
Not Supported
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Reviews/
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Reviews/
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Supported
In Person
Not Supported
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Company InformationCambioML
Founded: 2023
United States
www.cambioml.com
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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
Not Supported
GPT-4
Not Supported
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