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Description

OmniParser serves as an advanced technique for converting user interface screenshots into structured components, which notably improves the accuracy of multimodal models like GPT-4 in executing actions that are properly aligned with specific areas of the interface. This method excels in detecting interactive icons within user interfaces and comprehending the meanings of different elements present in a screenshot, thereby linking intended actions to the appropriate screen locations. To facilitate this process, OmniParser assembles a dataset for interactable icon detection that includes 67,000 distinct screenshot images, each annotated with bounding boxes around interactable icons sourced from DOM trees. Furthermore, it utilizes a set of 7,000 pairs of icons and their descriptions to refine a captioning model tasked with extracting the functional semantics of the identified elements. Comparative assessments on various benchmarks, including SeeClick, Mind2Web, and AITW, reveal that OmniParser surpasses the performance of GPT-4V baselines, demonstrating its effectiveness even when relying solely on screenshot inputs without supplementary context. This advancement not only enhances the interaction capabilities of AI models but also paves the way for more intuitive user experiences across digital interfaces.

Description

Userparser is an API for user-agent parsing and IP-address lookup that transforms user agent strings to rich metadata and usage statistics. Sign up to instantly receive parsed user-agent and ip-address data. This allows you to instantly detect country, browser OS, device, and crawler using our secure user-agent string and IP-address Lookup API. This free tool allows developers to identify the type of device and IP address of a user and determine where he is making the request. To help them create more engaging user experiences. This tool allows you to easily parse user agent data and extract information such a device type, device name and brand, device viewport width and height, operating systems name and version, browser version, browser name and browser version, crawler name and crawler category, crawler owners, crawler URL, and many more. This tool allows you to perform an IP-address search and extract information such a country code, name, etc.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

Cua Yes 
GPT-4 Yes 

Integrations

Cua No 
GPT-4 No 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

$4.85/month
You can find more on Userparser website
Free Trial No 
Free Version Yes 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) Yes 
Online Support No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Microsoft

Founded

1975

Country

United States

Website

microsoft.github.io/OmniParser/

Vendor Details

Company Name

Userparser

Founded

2021

Country

United Kingdom

Website

www.userparser.com

Product Features

Product Features

Web Analytics

Campaign Management No 
Conversion Tracking No 
Form Analytics No 
Goal Tracking No 
Keyword Tracking No 
Multiple Site Management No 
Pageview Tracking No 
Referral Source Tracking No 
Site Search Tracking No 
Time on Site Tracking No 
User Interaction Tracking No 

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