InfoBayAI/SVG_image_dataset_sample

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.

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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

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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

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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

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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

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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.

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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

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Loading the Dataset

from datasets import load_dataset

dataset = load_dataset("YOUR_USERNAME/YOUR_DATASET_NAME")

print(dataset)

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Example

sample = dataset["train"][0]

print(sample["filename"])
print(sample["extension"])
print(sample["size"])
print(sample["content"])

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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}
}

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Data Creation

Procured through formal agreements and generated in the ordinary course of business.

Considerations

This dataset is provided for research and educational purposes only. It contains only sample data. For access to the full dataset and enterprise licensing options, please visit our website InfoBay.AI or contact us directly.

-Ph: (+91) 9236354075
-Email: datareq@infobay.ai

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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.