---
title: README
emoji: 🔥
colorFrom: pink
colorTo: pink
sdk: static
pinned: false
---

# 👋Hi! Welcome to 🤗Pytorch-SVGRender 👋

<figure>
<img src="./assets/cover.png" alt="Pytorch-SVGRender">
<figcaption><b>Pytorch-SVGRender: The go-to library for differentiable rendering methods for SVG generation.</b></figcaption>
</figure>

## 🌟 About Us

Pytorch-SVGRender is an open-source initiative dedicated to differentiable rendering for SVG generation.
Our mission is to bridge the gap between raster and vector graphics using state-of-the-art machine learning techniques,
empowering designers, researchers, and developers with powerful tools for image vectorization, text-to-SVG synthesis,
and SVG editing.

## 🔥 What's New?

- [03/2024] 🎉 We officially launched our organization!
- [12/2023] 🚀 Pytorch-SVGRender V1.0 is now open-source!

## 🔗 Useful Links

🌐 Project Page: [Pytorch-SVGRender](https://ximinng.github.io/PyTorch-SVGRender-project/) <br/>
📁 Code Repository: [Github](https://github.com/ximinng/PyTorch-SVGRender) <br/>
📄 Documentation: [Read the Docs](https://pytorch-svgrender.readthedocs.io/en/latest/index.html) <br/>
🤗 HuggingFace Hub: [SVGRender](https://huggingface.co./SVGRender)

## 📚 Table of Contents

### 1. Image Vectorization Methods

Convert raster images into editable vector graphics.

### 2. Text-to-SVG Synthesis

Generate vector graphics directly from **text prompts.**

## 🌟 How to Contribute?

We welcome contributions from the community! You can help by:

🔹 Reporting Issues – Found a bug? Let us know in the GitHub Issues.
🔹 Submitting Pull Requests – Have an improvement? Open a PR!
🔹 Joining Discussions – Share ideas in the GitHub Discussions.
🔹 Spreading the Word – Star ⭐ our repo and share it with your friends!

🚀 Want to get started? Check out our Contribution Guidelines.

## 🙌 Join the Community!

We’re always looking for passionate people to help improve Pytorch-SVGRender. Whether you're an AI researcher,
developer, designer, or SVG enthusiast—we’d love to have you on board!

## 🎉 Fun Fact

We take our SVGs as seriously as our coffee ☕. Some of us start the day with a perfectly vectorized latte art! 😆

## 📜 License

This project is open-source under the Mozilla Public License 2.0.

### 🚀 Transform raster images into vector magic!**

Give us a ⭐ on [GitHub](https://github.com/ximinng/PyTorch-SVGRender) if you like our work! 😊