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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
API Access
Has API
Integrations
Cua
GPT-4
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
$4.85/month
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
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
Conversion Tracking
Form Analytics
Goal Tracking
Keyword Tracking
Multiple Site Management
Pageview Tracking
Referral Source Tracking
Site Search Tracking
Time on Site Tracking
User Interaction Tracking
