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Web UI Elements Dataset
Overview
A comprehensive dataset of web user interface elements collected from the world's most visited websites. This dataset is specifically curated for training AI models to detect and classify UI components, enabling automated UI testing, accessibility analysis, and interface design studies.
Key Features
- 300+ popular websites sampled
- 15 essential UI element classes
- High-resolution screenshots (1920x1080)
- Rich accessibility metadata
- YOLO-format annotations
- Balanced class distribution
Element Classes
Interactive Elements
- Buttons
- Links
- Input fields
- Checkboxes
- Radio buttons
- Dropdowns
- Sliders
- Toggle switches
Structural Elements
- Labels
- Text blocks
- Icons
- Menu items
Form Elements
- Text areas
- Select menus
- Clickable regions
Sample Visualizations
Here are some examples from our dataset:
Dataset Statistics
Distribution by Website Category
- Most Visited Sites: 45%
- Web Applications: 15%
- E-commerce: 10%
- Social Media: 10%
- News & Media: 10%
- Developer Tools: 5%
- Creative Platforms: 5%
Element Distribution
- Links: ~35%
- Buttons: ~20%
- Input Fields: ~15%
- Icons: ~10%
- Text Blocks: ~8%
- Other Elements: ~12%
License
license: apache-2.0
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