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Open Datasets
ShowUI Desktop
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ShowUI Desktop

ShowUI Desktop is a dataset dedicated to grounding PC user interfaces, including screenshots annotated and enriched via Gpt-4o with function attributes, appearance, and spatial relationships.

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Size

7,496 screenshots with annotations, 328 MB, Parquet format

Licence

Free, open and permissive use

Description

ShowUI Desktop contains annotated PC screenshots for grounding user interfaces. The annotations, originally from OmniAct, are enriched by Gpt-4o with detailed information about the appearance, spatial relationships, and intended functionality of UI elements.

What is this dataset for?

  • Train models to understand and locate items in graphical interfaces
  • Improving user interface recognition systems for automation
  • Human-computer interaction and AI research for UI grounding

Can it be enriched or improved?

Annotations can be completed or corrected manually. The annotation rewriting code provided allows this dataset to be extended to other screenshots or contexts.

🔎 In summary

Criterion Evaluation
🧩 Ease of use⭐⭐⭐⭐✩ (Structured format ready to use)
🧼 Need for cleaning⭐⭐⭐⭐⭐ (Low – annotations enriched by GPT-4o)
🏷️ Annotation richness⭐⭐⭐⭐✩ (Good – functional and detailed spatial annotations)
📜 Commercial license⚠️ License not specified – usage to verify
👨‍💻 Beginner friendly⚠️ Moderate – requires UI and vision knowledge
🔁 Fine-tuning ready✅ Suitable for UI grounding and interface recognition
🌍 Cultural diversity⚠️ Focused on PC interfaces, functional diversity

🧠 Recommended for

  • Researchers in human-computer interaction
  • AI UI developers
  • R&D vision teams

🔧 Compatible tools

  • Hugging Face Datasets
  • Frameworks vision
  • UI annotation tools

💡 Tip

Use rewriting code to enrich or adapt annotations to your own interfaces.

Frequently Asked Questions

What is the specificity of the ShowUI Desktop dataset?

It focuses on grounding PC interfaces with rich annotations for appearance, function, and spatial relationships.

What is the size of the dataset?

It contains 7,496 annotated screenshots, totaling 328MB of data.

Is the license clear for commercial use?

The license is not explicitly specified, prior checking is recommended before commercial use.

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