By clicking "Accept", you agree to the storing of cookies on your device to enhance site navigation, analyze site usage, and assist in our marketing efforts. See our Privacy Policy for more information
Open Datasets
Mobile UI Design
Image

Mobile UI Design

Mobile UI Design is a specialized dataset for the detection of objects in mobile interface designs, including the location and classification of elements such as text, images, and groups.

Download dataset
Size

Approximately 7,846 annotated images, 1.16 GB, Parquet format

Licence

Apache 2.0

Description

The dataset Mobile UI Design includes images of mobile interfaces with object detection annotations. Each image contains surrounding boxes that indicate the position and class of UI elements, making it easy to train detection models specific to mobile user interfaces.

What is this dataset for?

  • Train object detection models for mobile UI
  • Automatically recognize interface elements such as text and images
  • Improve analysis tools and AI-assisted UI design

Can it be enriched or improved?

Yes, this dataset can be extended with finer annotations, adding more categories of UI elements, or including multi-screen scenarios for better generalization.

🔎 In summary

Criterion Evaluation
🧩 Ease of use⭐⭐⭐⭐✩ (Well annotated, ready-to-use for detection)
🧼 Need for cleaning⭐⭐⭐⭐⭐ (Low – clear and consistent annotations)
🏷️ Annotation richness⭐⭐⭐⭐✩ (Varied classes - text, image, group)
📜 Commercial license✅ Yes (Apache 2.0)
👨‍💻 Beginner friendly✅ Yes – good dataset to learn object detection
🔁 Fine-tuning ready✅ Perfect for specific UI detection tasks
🌍 Cultural diversity⚠️ Limited – specific to mobile UIs, few cultural elements

🧠 Recommended for

  • Vision researchers
  • AI UI developers
  • Object detection students

🔧 Compatible tools

  • TensorFlow Object Detection API
  • PyTorch
  • Detectron2

💡 Tip

Combine with other UI datasets to increase robustness across a variety of interface styles.

Frequently Asked Questions

What object classes are annotated in this dataset?

Annotations cover text, images, and groups of items in mobile interfaces.

Is this dataset suitable for beginners in object detection?

Yes, it is well annotated and reasonably sized, ideal for first UI detection projects.

Can this dataset be used for interfaces other than mobile?

The dataset is specific to mobile UIs, but can be used as a basis for other interfaces with annotations adapted.

Similar datasets

See more
Category

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique.

Category

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique.

Category

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique.