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README.md
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This dataset is released under the MIT License. See the license header for details.
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---
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language:
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- en
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tags:
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- computer_use
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- agents
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- grounding
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- multimodal
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- ui-vision
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size_categories:
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- 10K<n<100K
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---
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# UI-Vision-Ground Dataset
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## Overview
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UI-Vision-Ground is a comprehensive dataset containing annotated UI screenshots and corresponding ground truth data for building computer use agents. The dataset covers 87 different software platforms/applications, providing rich annotations for UI element detection, classification, and understanding.
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## Dataset Structure
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```
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UI-Vision-Ground/
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βββ data/ # Annotation files (JSON format)
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βββ images/ # Screenshot images (PNG format)
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βββ README.md
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```
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### Directory Organization
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- **`data/`**: Contains 87 platform-specific directories, each with JSON annotation files
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- **`images/`**: Contains 87 platform-specific directories, each with corresponding PNG screenshot images
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## File Naming Convention
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Files are named using SHA-256 hashes, ensuring unique identifiers while maintaining correspondence between annotation and image files:
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- `data/Platform/[hash].json`
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- `images/Platform/[hash].png`
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Where `[hash]` is the same SHA-256 hash for corresponding annotation and image pairs.
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## Annotation Format
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Each JSON file contains an array of UI element annotations with the following structure:
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```json
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[
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{
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"image_path": "Platform/screenshot_hash.png",
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"bbox": [x1, y1, x2, y2],
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"text": "UI element text",
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"category": "Element category",
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"id": "unique-identifier"
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},
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...
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]
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```
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### Annotation Fields
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- **`image_path`**: Relative path to the corresponding screenshot image
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- **`bbox`**: Bounding box coordinates [x1, y1, x2, y2] defining the element's location
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- **`text`**: Text content or description of the UI element
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- **`category`**: Classification of the UI element type. This is a crude classification and is present for few elements
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- **`id`**: Unique identifier for the annotation
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### UI Element Categories
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The dataset includes several categories of UI elements (these are not avaialble for the entire dataset and maybe ambiguious sometimes):
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- **`Button`**: Interactive buttons and clickable elements
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- **`Menu`**: Interactive buttons and clickable elements
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- **`Input Elements`**: Text fields, dropdowns, checkboxes, and other input controls
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- **`Navigation`**: Menu items, navigation bars, and navigational elements
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- **`Sidebar`**: Sidebars like scrollbars
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- **`Visual Elements`**: Labels, headers, icons, and visual display components
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- **`Information Display`**: Status bars, information panels, and data display elements
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- **`Others`**: Miscellaneous UI elements that don't fit other categories
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## License
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This dataset is released under the MIT License. See the license header for details.
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