microsoft / microsoft/OmniParser

How to collect bounding boxes of interactable regions of the webpage from the DOM tree ?

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Description

Thank you for the excellent work !!! In the paper, I find some describtion " Specifically, we curate a dataset of interactable icon detection dataset, containing 67k unique screenshot images, each labeled with bounding boxes of interactable icons derived from DOM tree. We first took a 100k uniform sample of popular publicly availabe urls on the web [OXL+22], and collect bounding boxes of interactable regions of the webpage from the DOM tree of each urls. Some examples of the webpage and the interactable regions are shown in 2. " 。
I want to know how to obtain relevant location information for bbox with clickable elements in Dom Tree ?

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Research direction

The issue discusses the paper’s DOM-tree-derived bounding boxes for clickable webpage elements but names no repository file, test, or entry point. Start by locating any dataset-generation or DOM-collection material in the repository; done would be a documented explanation of how the clickable elements’ locations are obtained.

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Assessment

Tech stack
html
Domain
computer-vision, web-dev
Issue type
Documentation
Difficulty
3/5
Estimated time
1-2 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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