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

# 👋Hi! Welcome to 🤗Pytorch-SVGRender 👋

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

## Recent Updates

- [03/2024] 🔥 We set up the organization。
- [12/2023] 🔥 We open-sourced Pytorch-SVGRender V1.0.

## Links

🌐 Project: https://ximinng.github.io/PyTorch-SVGRender-project/ <br/>
📁 Code: https://github.com/ximinng/PyTorch-SVGRender <br />
📄 Docs: https://pytorch-svgrender.readthedocs.io/en/latest/index.html

## Table of Contents

### 1. Image Vectorization Methods

- DiffVG: Differentiable Vector Graphics Rasterization for Editing and Learning (`SIGGRAPH 2020`)
  [[Project]](https://people.csail.mit.edu/tzumao/diffvg/) [[Paper]](https://cseweb.ucsd.edu/~tzli/diffvg/diffvg.pdf) [[Code]](https://github.com/BachiLi/diffvg)
- LIVE: Towards Layer-wise Image Vectorization (`CVPR 2022`)
  [[Project]](https://ma-xu.github.io/LIVE/) [[Paper]](https://ma-xu.github.io/LIVE/index_files/CVPR22_LIVE_main.pdf) [[Code]](https://github.com/Picsart-AI-Research/LIVE-Layerwise-Image-Vectorization)
- CLIPasso: Semantically-Aware Object Sketching (`SIGGRAPH 2022`)
  [[Project]](https://clipasso.github.io/clipasso/) [[Paper]](https://arxiv.org/abs/2202.05822) [[Code]](https://github.com/yael-vinker/CLIPasso)
- CLIPascene: Scene Sketching with Different Types and Levels of Abstraction (`ICCV 2023`)
  [[Project]](https://clipascene.github.io/CLIPascene/) [[Paper]](https://arxiv.org/abs/2211.17256) [[Code]](https://github.com/yael-vinker/SceneSketch)

### 2. Text-to-SVG Synthesis

- CLIPDraw: Exploring Text-to-Drawing Synthesis through Language-Image Encoders (`NIPS 2022`)
  [[Paper]](https://arxiv.org/abs/2106.14843) [[Code]](https://github.com/kvfrans/clipdraw)
- StyleCLIPDraw: Coupling Content and Style in Text-to-Drawing Synthesis
  [[Live]](https://slideslive.com/38970834/styleclipdraw-coupling-content-and-style-in-texttodrawing-synthesis?ref=account-folder-92044-folders) [[Paper]](https://arxiv.org/abs/2202.12362) [[Code]](https://github.com/pschaldenbrand/StyleCLIPDraw)
- CLIPFont: Texture Guided Vector WordArt Generation (`BMVC 2022`)
  [[Paper]](https://bmvc2022.mpi-inf.mpg.de/0543.pdf) [[Code]](https://github.com/songyiren98/CLIPFont)
- VectorFusion: Text-to-SVG by Abstracting Pixel-Based Diffusion Models (`CVPR 2023`)
  [[Project]](https://vectorfusion.github.io/) [[Paper]](https://openaccess.thecvf.com/content/CVPR2023/papers/Jain_VectorFusion_Text-to-SVG_by_Abstracting_Pixel-Based_Diffusion_Models_CVPR_2023_paper.pdf)
- DiffSketcher: Text Guided Vector Sketch Synthesis through Latent Diffusion Models (`NIPS 2023`)
  [[Project]](https://ximinng.github.io/DiffSketcher-project/) [[Live]](https://neurips.cc/virtual/2023/poster/72425) [[Paper]](https://arxiv.org/abs/2306.14685) [[Code]](https://github.com/ximinng/DiffSketcher)
- Word-As-Image for Semantic Typography (`SIGGRAPH 2023`)
  [[Project]](https://wordasimage.github.io/Word-As-Image-Page/) [[Paper]](https://arxiv.org/abs/2303.01818) [[Code]](https://github.com/Shiriluz/Word-As-Image)
- SVGDreamer: Text Guided SVG Generation with Diffusion Model (`CVPR 2024`)
  [[Project]](https://ximinng.github.io/SVGDreamer-project/) [[Paper]](https://arxiv.org/abs/2312.16476) [[code]](https://github.com/ximinng/SVGDreamer)

## Join Us!

Looking forward to read your posts! 😊