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SVGDreamer: Text Guided SVG Generation with Diffusion Model
Paper • 2312.16476 • Published • 2 -
DiffSketcher: Text Guided Vector Sketch Synthesis through Latent Diffusion Models
Paper • 2306.14685 • Published • 1 -
VectorFusion: Text-to-SVG by Abstracting Pixel-Based Diffusion Models
Paper • 2211.11319 • Published • 6 -
Word-As-Image for Semantic Typography
Paper • 2303.01818 • Published
AI & ML interests
SVG Differentiable Rendering: Generating vector graphics using neural networks.
Recent Activity
👋Hi! Welcome to 🤗Pytorch-SVGRender 👋

🌟 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
📁 Code Repository: Github
📄 Documentation: Read the Docs
🤗 HuggingFace Hub: 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 if you like our work! 😊
-
SVGDreamer: Text Guided SVG Generation with Diffusion Model
Paper • 2312.16476 • Published • 2 -
DiffSketcher: Text Guided Vector Sketch Synthesis through Latent Diffusion Models
Paper • 2306.14685 • Published • 1 -
Beyond Pixels: Exploring Human-Readable SVG Generation for Simple Images with Vision Language Models
Paper • 2311.15543 • Published -
StarVector: Generating Scalable Vector Graphics Code from Images
Paper • 2312.11556 • Published • 36
-
SVGDreamer: Text Guided SVG Generation with Diffusion Model
Paper • 2312.16476 • Published • 2 -
DiffSketcher: Text Guided Vector Sketch Synthesis through Latent Diffusion Models
Paper • 2306.14685 • Published • 1 -
VectorFusion: Text-to-SVG by Abstracting Pixel-Based Diffusion Models
Paper • 2211.11319 • Published • 6 -
Word-As-Image for Semantic Typography
Paper • 2303.01818 • Published
-
SVGDreamer: Text Guided SVG Generation with Diffusion Model
Paper • 2312.16476 • Published • 2 -
DiffSketcher: Text Guided Vector Sketch Synthesis through Latent Diffusion Models
Paper • 2306.14685 • Published • 1 -
Beyond Pixels: Exploring Human-Readable SVG Generation for Simple Images with Vision Language Models
Paper • 2311.15543 • Published -
StarVector: Generating Scalable Vector Graphics Code from Images
Paper • 2312.11556 • Published • 36