README.md

metadata

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

Pytorch-SVGRender

Pytorch-SVGRender: The go-to library for differentiable rendering methods for SVG generation.

Recent Updates

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

Table of Contents

1. Image Vectorization

• DiffVG: Differentiable Vector Graphics Rasterization for Editing and Learning (SIGGRAPH 2020)

  [Project] [Paper] [Code]

• LIVE: Towards Layer-wise Image Vectorization (CVPR 2022)

  [Project] [Paper] [Code]

• CLIPasso: Semantically-Aware Object Sketching (SIGGRAPH 2022)

  [Project] [Paper] [Code]

• CLIPascene: Scene Sketching with Different Types and Levels of Abstraction (ICCV 2023)

  [Project] [Paper] [Code]

2. Text-to-SVG Synthesis

• CLIPDraw: Exploring Text-to-Drawing Synthesis through Language-Image Encoders (NIPS 2022)

  [Paper] [Code]

• StyleCLIPDraw: Coupling Content and Style in Text-to-Drawing Synthesis

  [Live] [Paper] [Code]

• CLIPFont: Texture Guided Vector WordArt Generation (BMVC 2022)

  [Paper] [Code]

• VectorFusion: Text-to-SVG by Abstracting Pixel-Based Diffusion Models (CVPR 2023)

  [Project] [Paper]

• DiffSketcher: Text Guided Vector Sketch Synthesis through Latent Diffusion Models (NIPS 2023)

  [Project] [Live] [Paper] [Code]

• Word-As-Image for Semantic Typography (SIGGRAPH 2023)

  [Project] [Paper] [Code]

• SVGDreamer: Text Guided SVG Generation with Diffusion Model (CVPR 2024)

  [Project] [Paper] [code]