init

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+assets/cover.png filter=lfs diff=lfs merge=lfs -text

.gitignore

@@ -0,0 +1,172 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+*/.ipynb_checkpoints/*
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+.python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# .idea
+.idea/
+/idea/
+*.ipr
+*.iml
+*.iws
+
+# macos system
+.DS_Store
+
+### project ###
+
+/diffvg/
+big-lama*
+
+# pytorch-lighting logs
+lightning_logs/*
+
+# Edit settings
+.editorconfig
+
+# model checkpoint
+/checkpoint/u2net/u2net.pth
+!/checkpoint/placeholder.md
+
+# ignore local results
+/workspace/
+.workspace/
+
+# ignore files
+./tmp/
+./tmp/*
+/tmp/
+/tmp_select/
+/tmp_select/*

README.md

@@ -7,4 +7,73 @@ sdk: static
 pinned: false
 ---
 
-Edit this `README.md` markdown file to author your organization card.
+<h1 id="ptsvg" align="center">Pytorch-SVGRender</h1>
+
+<p align="center">
+    <a href="https://www.python.org/"><img src="https://img.shields.io/badge/python-3.10-or?logo=python" alt="pyhton"></a>
+    <a href="http://mozilla.org/MPL/2.0/"><img src="https://img.shields.io/badge/license-MPL2.0-orange" alt="license"></a>
+    <a href="https://ximinng.github.io/PyTorch-SVGRender-project/"><img src="https://img.shields.io/badge/website-Gitpage-yellow" alt="website"></a>
+    <a href="https://pytorch-svgrender.readthedocs.io/en/latest/index.html"><img src="https://img.shields.io/badge/docs-readthedocs-purple" alt="docs"></a>
+    <a href="https://huggingface.co/SVGRender"><img src="https://img.shields.io/badge/Group-Join%20Us-FC819E" alt="group"></a>
+</p>
+
+<div align="center">
+<img src="./assets/cover1.png" height="80%" width="auto" alt="Pytorch-SVGRender">
+<p><strong>Pytorch-SVGRender: </strong>The go-to library for differentiable rendering methods for SVG generation.</p>
+</div>
+
+<h2>Recent Updates</h2>
+
+- [03/2024] 🔥 We set up the organization。
+- [12/2023] 🔥 We open-sourced Pytorch-SVGRender V1.0.
+
+<h2>Table of Contents</h2>
+
+### 1. Image Vectorization
+
+- 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)
+