Image Dataset
Collection
Consists of image datasets of five different types • 5 items • Updated • 1
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InfoBay.AI SVG Dataset Catalogue
Overview
The InfoBay.AI SVG Dataset Catalogue is a professionally curated collection of 873,754 scalable vector graphics (SVG) designed for Artificial Intelligence, Computer Vision, UI/UX Design, Search Systems, Frontend Development, Design Automation, and Multimodal Foundation Models.
The dataset contains high-quality vector assets spanning user interface components, branding materials, logos, technology icons, healthcare graphics, business illustrations, communication symbols, and media-related visual elements.
For efficient storage, cloud-native distribution, and scalable AI workflows, the original SVG files have been serialized into Apache Parquet while preserving the original filenames, directory structure, file extensions, and binary content. Every original SVG asset can be reconstructed exactly from the provided Parquet files.
Dataset Statistics
| Property | Value |
|---|---|
| Dataset Name | InfoBay.AI SVG Dataset Catalogue |
| Asset Type | SVG (Scalable Vector Graphics) |
| Total Assets | 873,754 |
| Storage Format | Apache Parquet |
| License | CC BY 4.0 |
Dataset Categories
The collection includes vector graphics across multiple industries and applications.
Key Categories
- UI Controls
- Logos & Branding
- Technology & Devices
- Communication
- Business & Finance
- Health & Medical
- Media & Entertainment
- Icons
- Web Components
- Interface Elements
- Navigation Assets
- Product Illustrations
- Educational Graphics
- Marketing Assets
Primary AI Applications
This dataset is suitable for:
- Generative AI
- Computer Vision
- Vision Language Models (VLMs)
- Large Multimodal Models (LMMs)
- UI Component Recognition
- Frontend Code Generation
- Design Retrieval
- Image Similarity Search
- Search Indexing
- Vector Embedding Models
- OCR Research
- Design Recommendation
- Interface Understanding
- Human-Computer Interaction
Enterprise Applications
- UI / UX Design
- Frontend Development
- Graphic Design
- Brand Asset Management
- Enterprise Search
- Marketing Automation
- Product Design
- Design Systems
- Digital Asset Management
- AI-assisted Creative Platforms
Storage Format
The dataset is distributed in Apache Parquet format.
Each row represents one original SVG asset.
Schema:
| Column | Description |
|---|---|
| relative_path | Original file path |
| filename | Original filename |
| extension | File extension |
| size | Original file size (bytes) |
| content | Binary SVG content |
The complete directory structure and SVG files can be restored programmatically from the Parquet dataset.
Why Apache Parquet?
Apache Parquet provides:
- Efficient compression
- Faster loading
- Reduced storage requirements
- Hugging Face compatibility
- Streaming support
- Cloud-native architecture
- Distributed processing
- Scalable AI pipelines
Loading the Dataset
from datasets import load_dataset
dataset = load_dataset("YOUR_USERNAME/YOUR_DATASET_NAME")
print(dataset)
Example
sample = dataset["train"][0]
print(sample["filename"])
print(sample["extension"])
print(sample["size"])
print(sample["content"])
AI Research Use Cases
Researchers can leverage this dataset for:
- UI Component Detection
- Logo Recognition
- Design Similarity Search
- Interface Understanding
- Frontend Generation
- Image Embedding Models
- Retrieval-Augmented Generation (RAG)
- Multimodal Representation Learning
- Human-Computer Interaction
- Design Recommendation Systems
Citation
@dataset{infobay_svg_dataset_2026,
title = {InfoBay.AI SVG Dataset Catalogue},
author = {InfoBay.AI},
year = {2026},
publisher = {InfoBay.AI},
license = {CC BY 4.0}
}
License
This dataset is released under the Creative Commons Attribution 4.0 International (CC BY 4.0) license.
You are free to:
- Share
- Copy
- Redistribute
- Remix
- Transform
- Build upon the material
- Use commercially
Provided that appropriate attribution is given to InfoBay.AI.
License:
https://creativecommons.org/licenses/by/4.0/
Disclaimer
This dataset is provided for research, educational, and enterprise AI development purposes. Users are responsible for ensuring compliance with all applicable copyright laws, intellectual property rights, and licensing requirements when using or redistributing the dataset.
Acknowledgements
The InfoBay.AI SVG Dataset Catalogue has been curated to accelerate research in Computer Vision, UI/UX Intelligence, Design Automation, Frontend AI, Multimodal Learning, Enterprise Search, and Generative AI. We hope this collection contributes to the development of next-generation intelligent design systems.
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