Mobile UI Design Detection Dataset for Text, Image, and Group Elements

An object detection dataset focused on elements in mobile user interface designs. The dataset contains images with bounding boxes and class labels for objects including text, images, and groups. It was created by author mrtoy and last updated on Hugging Face in July 2023.

Use Cases

• Train object detection models to identify UI components based on the described text, image, and group classes.
• Benchmark model performance on mobile interface element recognition tasks.
• Generate synthetic or annotated data for UI design automation pipelines.
• Develop tools for automated UI testing or accessibility auditing.

Strengths

• Dataset is specifically designed for object detection tasks on mobile UI designs.
• Annotations include bounding box location information and class labels.
• The dataset page provides a code example for loading and inspecting the data.

Limitations

• The dataset description is incomplete; column names, row count, and file formats are unknown.
• License information is not provided, which may restrict usage.
• Data quality and annotation consistency require manual inspection after download.

Provenance

Source

huggingface

Collection Method

Method of collection is not described in the provided input.

Time Range

null

Freshness

Last updated 2023-07-19 09:09:22.

Geography

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