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What is OmniParser?

OmniParser is a cutting-edge approach that transforms user interface screenshots into organized components, significantly enhancing the precision of multimodal models such as GPT-4 in performing actions that correspond accurately to designated areas of the interface. This technique is particularly adept at identifying interactive icons within user interfaces and understanding the significance of various elements captured in a screenshot, thus connecting desired actions with the correct on-screen locations. To support this operation, OmniParser curates a dataset for the detection of interactable icons, consisting of 67,000 unique screenshot images, each meticulously annotated with bounding boxes around the interactable icons derived from DOM trees. In addition, it employs a collection of 7,000 icon-description pairs to fine-tune a captioning model aimed at extracting the functional meanings of the recognized elements. Evaluation against a range of benchmarks, including SeeClick, Mind2Web, and AITW, indicates that OmniParser outperforms the GPT-4V baselines, showcasing its efficacy even when relying exclusively on screenshot data without additional context. This significant progression not only boosts the interaction capabilities of AI models but also fosters the development of more seamless and intuitive user experiences across digital platforms. As a result, OmniParser stands to redefine the way users engage with technology, making interactions simpler and more efficient.

What is Doctly?

Doctly.ai is an advanced AI-powered PDF parser that excels at extracting text, tables, figures, and charts from complex documents, converting PDFs into well-structured Markdown that is ideal for a variety of AI applications and workflows. With its intelligent model selection capability, it automatically determines the best parsing strategy based on the complexity of each page, ensuring accurate results for a wide range of document types, from simple text-only PDFs to intricate multi-column layouts containing images. Furthermore, Doctly outputs organized Markdown, which simplifies its integration into numerous AI-driven platforms. Its sophisticated feature detection allows for precise identification and extraction of various structural elements within PDFs, thus improving the content for future use. Consequently, Doctly.ai stands out as a user-friendly tool for efficient PDF data extraction and processing, proving to be an essential resource for professionals managing complicated document workflows. By streamlining the extraction process, it significantly enhances productivity and reduces the time spent on manual data handling.

Media

Media

Integrations Supported

Cua
GPT-4

Integrations Supported

Axis LMS
ElectroNeek
Markdown

API Availability

API Availability

Has API

Pricing Information

Pricing not provided

Pricing Information

$0.02 per page
Free Version

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub
Online Training

Company Facts

Organization Name

Microsoft

Date Founded

1975

Company Location

United States

Company Website

microsoft.github.io/OmniParser/

Company Facts

Organization Name

Doctly

Company Location

United States

Company Website

doctly.ai/

Categories and Features

Agentic AI

Not specified

AI Agents

Not specified

Categories and Features

Data Extraction

Not specified

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