---
license: cc
task_categories:
  - text-generation
language:
  - en
tags:
  - SVG
  - vector
pretty_name: SVGen Dataset
size_categories:
  - 100K<n<1M
---

# SVGen Vector Images Dataset

## Overview

SVGen is a comprehensive dataset containing 300,000 SVG vector codes from a diverse set of sources including SVG-Repo, Noto Emoji, and InstructSVG. The dataset aims to provide a wide range of SVG files suitable for various applications including web development, design, and machine learning research.

## Data Fields

- **input**: The name or label of the SVG item
- **output**: SVG code containing the vector representation
- **description**: Brief description of the SVG item
- **source**: The original source or collection of the SVG
- **license**: Licensing terms for using the SVG

## Data Sources

- [SVG-Repo](https://www.svgrepo.com/)
- [Noto Emoji](https://huggingface.co/datasets/darknoon/noto-emoji-vector-512-svg)
- [InstructSVG](https://huggingface.co/datasets/uwunion/instruct_svg)

## Usage

The dataset is particularly useful for tasks such as icon classification, style transfer, image-to-vector translation, and much more. It serves as a rich resource for machine learning models that require high-quality SVG data.

## Help Wanted

I wanted to use BILP to generate `description`'s for each SVG, but It's not working well. If you have any ideas, please let me know. Here is the [Github](https://github.com/umuthopeyildirim/SVGenDataset) and it also contains Colab notebook links.

## License

The dataset incorporates SVG files with varying licenses. Users are advised to consult the `license` field of each record for specific usage rights.

## Contribution Guidelines

Contributions are welcome! If you find any issues or would like to add more SVGs to the dataset, please submit a pull request or open an issue in the repository.

## Acknowledgements

A huge thanks to SVGRepo, Noto Emoji, and InstructSVG for providing the SVG files that make up this dataset.

For more details and to download the dataset, visit the project repository.