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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
Get a Logo customized to your project in minutes.
1/ Startup Visuals Generator
You can customize all graphics to suit your business in just minutes.
Logo
Favicon
Social media banner / OG image
Social Media Graphics
Beautiful Screenshots Editor
Create stunning Screenshots by using all the paddings, rounded edges, backgrounds, etc.
1000+ icons
200+ Backgrounds
Easy to customize
Reusable Templates & Presets
No design skills required.
Focus on building your business instead of wasting time on the next Startup Visuals
API Access
Has API
API Access
Has API
Integrations
Cua
GPT-4
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
$19
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
StartupUtils
Founded
2024
Country
Poland
Website
startuputils.com
