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Datasets:
atharparvezce
/
iOS-1K-Mobile-UI-Dataset

Tasks:
Object Detection
Image Classification
Other
Languages:
English
Tags:
computer-vision
mobile-ui
ios
multimodal
layout-analysis
vision-language
License:
Dataset card Files
xet
Community
atharparvezce commited on
Commit
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1 Parent(s): 00b8851

Add iOS-1K-Mobile-UI-Dataset (images, annotations, metadata)

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  2. README.md +110 -3
  3. annotations/.DS_Store +0 -0
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  5. annotations/0002.json +3 -0
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.DS_Store ADDED
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README.md CHANGED
@@ -1,3 +1,110 @@
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- ---
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- license: cc-by-nc-4.0
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+
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+ # iOS-UI-1000: Human-Validated iOS UI Dataset
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+
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+ ## Overview
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+
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+ iOS-UI-1000 is a dataset of 1,000 real-world iOS mobile UI screens collected
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+ from a wide range of application categories on the Apple App Store.
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+
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+ Each screen is paired with human-validated structured JSON ground truth annotations.
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+
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+ The dataset includes:
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+ - Simple layouts (e.g., login, onboarding screens)
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+ - Visually dense interfaces (e.g., feeds, checkout flows)
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+ - Structured UI element annotations
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+ - Bounding boxes
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+ - Element types
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+ - Clickability labels
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+ - Text content
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+
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+ ---
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+
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+ ## Dataset Structure
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+
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+ ```
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+ ios-ui-dataset/
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+ │
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+ ├── images/
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+ │ ├── 0001.png
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+ │ ├── 0002.png
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+ │ └── ...
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+ │
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+ ├── annotations/
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+ │ ├── 0001.json
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+ │ ├── 0002.json
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+ │ └── ...
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+ │
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+ ├── metadata.csv
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+ ├── README.md
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+ └── dataset_infos.json
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+ ```
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+
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+ ---
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+
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+ ## Metadata Format
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+
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+ The `metadata.csv` file contains:
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+
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+ | screen_id | image_file | annotation_file |
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+ |-----------|------------------|--------------------------|
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+ | 1 | images/0001.png | annotations/0001.json |
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+ | 2 | images/0002.png | annotations/0002.json |
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+
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+ ---
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+
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+ ## Annotation Format
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+
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+ Each JSON file follows a structured format similar to:
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+
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+ ```json
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+ {
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+ "screen_id": "0001",
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+ "elements": [
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+ {
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+ "id": 1,
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+ "type": "button",
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+ "bbox": [x, y, width, height],
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+ "text": "Login",
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+ "clickable": true
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+ }
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+ ]
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+ }
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+ ```
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+
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+ ---
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+
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+ ## Use Cases
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+
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+ - Mobile UI understanding
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+ - Layout analysis (simple vs dense)
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+ - Element detection
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+ - Vision-language modeling
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+ - LLM-based UI grounding
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+ - UI agent research
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+
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+ ---
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+
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+ ## Limitations
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+
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+ - iOS platform only
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+ - 1,000 screens in current release
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+ - Category distribution depends on App Store sampling
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+
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+ ---
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+
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+ ## License
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+
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+ cc-by-nc-4.0
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+
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+ ---
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+
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+ ## Citation
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+
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+ If you use this dataset in your research, please cite:
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+
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+ @dataset{ios_ui_1000_2026,
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+ title={iOS-UI-1000: Human-Validated iOS UI Dataset},
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+ author={Athar Parvez},
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+ year={2026},
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+ publisher={Hugging Face}
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+ }
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