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

# SVGen Vector Images Dataset Instruct Version

## 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

```json
{
  "text": "<s>[INST] Icon of Look Up here are the inputs Look Up [/INST] \\n <?xml version=\"1.0\" encoding=\"utf-8\"?>\r\n<!-- Uploaded to: SVG Repo, www.svgrepo.com, Generator: SVG Repo Mixer Tools -->\r\n<svg width=\"800px\" height=\"800px\" viewBox=\"0 0 1024 1024\" class=\"icon\"  version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M460 459.3m-245.2 0a245.2 245.2 0 1 0 490.4 0 245.2 245.2 0 1 0-490.4 0Z\" fill=\"#E1F0FF\" /><path d=\"M460 719c-69.4 0-134.6-27-183.6-76.1s-76.1-114.3-76.1-183.6c0-69.4 27-134.6 76.1-183.6s114.3-76.1 183.6-76.1c69.4 0 134.6 27 183.6 76.1s76.1 114.3 76.1 183.6c0 69.4-27 134.6-76.1 183.6S529.4 719 460 719z m0-490.4c-61.6 0-119.6 24-163.1 67.6-43.6 43.6-67.6 101.5-67.6 163.1s24 119.6 67.6 163.1C340.4 666 398.4 690 460 690s119.6-24 163.1-67.6c43.6-43.6 67.6-101.5 67.6-163.1s-24-119.6-67.6-163.1c-43.5-43.6-101.5-67.6-163.1-67.6z\" fill=\"#446EB1\" /><path d=\"M640.6 630.6c8.7-8.7 22.8-8.7 31.5 0L802 760.5c8.6 8.9 8.3 23-0.5 31.5-8.6 8.3-22.3 8.3-31 0L640.6 662.1c-8.4-8.6-8.1-22.6 0-31.5z\" fill=\"#446EB1\" /></svg> </s>",
  "description": "Icon of Look Up",
  "input": "Look Up",
  "output": "<?xml version=\"1.0\" encoding=\"utf-8\"?>\r\n<!-- Uploaded to: SVG Repo, www.svgrepo.com, Generator: SVG Repo Mixer Tools -->\r\n<svg width=\"800px\" height=\"800px\" viewBox=\"0 0 1024 1024\" class=\"icon\"  version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M460 459.3m-245.2 0a245.2 245.2 0 1 0 490.4 0 245.2 245.2 0 1 0-490.4 0Z\" fill=\"#E1F0FF\" /><path d=\"M460 719c-69.4 0-134.6-27-183.6-76.1s-76.1-114.3-76.1-183.6c0-69.4 27-134.6 76.1-183.6s114.3-76.1 183.6-76.1c69.4 0 134.6 27 183.6 76.1s76.1 114.3 76.1 183.6c0 69.4-27 134.6-76.1 183.6S529.4 719 460 719z m0-490.4c-61.6 0-119.6 24-163.1 67.6-43.6 43.6-67.6 101.5-67.6 163.1s24 119.6 67.6 163.1C340.4 666 398.4 690 460 690s119.6-24 163.1-67.6c43.6-43.6 67.6-101.5 67.6-163.1s-24-119.6-67.6-163.1c-43.5-43.6-101.5-67.6-163.1-67.6z\" fill=\"#446EB1\" /><path d=\"M640.6 630.6c8.7-8.7 22.8-8.7 31.5 0L802 760.5c8.6 8.9 8.3 23-0.5 31.5-8.6 8.3-22.3 8.3-31 0L640.6 662.1c-8.4-8.6-8.1-22.6 0-31.5z\" fill=\"#446EB1\" /></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.