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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 DigiParser?

DigiParser streamlines document management by automating workflows and extracting essential data from various documents, including invoices, contracts, resumes, and receipts. By leveraging cutting-edge OCR technology, machine learning, and data extraction techniques, it efficiently extracts, validates, processes, and reformats documents into organized CSV or JSON files. Users have the capability to design personalized parsers, automate their workflows, and seamlessly integrate the extracted data with platforms like Zapier, QuickBooks, Xero, Salesforce, and Google Sheets. Additionally, DigiParser fosters collaboration among team members through adaptable billing options, allowing different users to work concurrently on multiple parsers. Its robust features, such as customizable schemas, review phases, and automated workflows, not only enhance the precision of data extraction but also significantly minimize manual labor and save valuable time. With DigiParser, teams can enhance their productivity and accuracy in handling document-based tasks.

Media

Media

Integrations Supported

Axis LMS
Cua
GPT-4
Google Sheets
QuickBooks Online
Salesforce
Xero
Zapier

Integrations Supported

Axis LMS
Cua
GPT-4
Google Sheets
QuickBooks Online
Salesforce
Xero
Zapier

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided
Free Version
Free Trial Offered?

Pricing Information

$29/month
DigiParser offers a transparent and flexible pricing options based on your document processing needs, starts at just $29 per month.
Free Version
Free Trial Offered?

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Microsoft

Date Founded

1975

Company Location

United States

Company Website

microsoft.github.io/OmniParser/

Company Facts

Organization Name

DigiParser

Date Founded

2024

Company Location

India

Company Website

www.digiparser.com

Categories and Features

Categories and Features

Data Extraction

Disparate Data Collection
Document Extraction
Email Address Extraction
IP Address Extraction
Image Extraction
Phone Number Extraction
Pricing Extraction
Web Data Extraction

OCR

Batch Processing
Convert to PDF
ID Scanning
Image Pre-processing
Indexing
Metadata Extraction
Multi-Language
Multiple Output Formats
Text Editor
Zone Selection Tool

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