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

Merve's dataset on Hugging Face, last updated 2026-05-26, is designed for object detection tasks. It contains images of mobile user interfaces with annotated bounding boxes for elements like text, images, and groups.

Use Cases

• Train object detection models to identify text elements in mobile UI screenshots.
• Develop models for locating image components within mobile application interfaces.
• Create systems for detecting grouped UI elements based on bounding box annotations.

Strengths

• Dataset is explicitly designed for a focused object detection task targeting three specific UI element classes.
• Includes bounding box annotations with class labels and location information for model training.

Limitations

• Description metadata is limited; actual data quality requires manual inspection after download.
• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.

Provenance

Source

huggingface

Collection Method

Method of collection is not described.

Time Range

null

Freshness

Last updated 2026-05-26 10:23:28; freshness should be verified.

Geography

null