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SVGDreamer: Text Guided SVG Generation with Diffusion Model
Paper • 2312.16476 • Published -
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 • 5 -
Word-As-Image for Semantic Typography
Paper • 2303.01818 • Published
SVG Differentiable Rendering Group
community
AI & ML interests
SVG Differentiable Rendering: Generating vector graphics using neural networks.
Organization Card
👋Hi! Welcome to 🤗Pytorch-SVGRender 👋
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/
📁 Code: https://github.com/ximinng/PyTorch-SVGRender
📄 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] [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]
Join Us!
Looking forward to read your posts! 😊
Collections
2
-
SVGDreamer: Text Guided SVG Generation with Diffusion Model
Paper • 2312.16476 • Published -
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 • 27
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