Initial commit

Co-authored-by: Mark Boss <hello@markboss.me>

Author: ttchengab

.gitignore

@@ -0,0 +1,179 @@
+IP-Adapter/
+models/
+sdxl_models/
+.gradio/
+
+# 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/
+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/
+cover/
+
+# 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
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .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
+
+# UV
+#   Similar to Pipfile.lock, it is generally recommended to include uv.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#uv.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+#   in version control.
+#   https://pdm.fming.dev/latest/usage/project/#working-with-version-control
+.pdm.toml
+.pdm-python
+.pdm-build/
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__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/
+
+# PyCharm
+#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+#.idea/
+
+# Ruff stuff:
+.ruff_cache/
+
+# PyPI configuration file
+.pypirc

README.md

@@ -1,2 +1,70 @@
-# marble
-This is the official code base for MARBLE
+#  MARBLE
+
+<a href='https://marblecontrol.github.io'><img src='https://img.shields.io/badge/Project-Page-green'></a> 
+<a href='https://marblecontrol.github.io/static/MARBLE.pdf'><img src='https://img.shields.io/badge/Paper-blue'></a> 
+<a href='https://github.com/Stability-AI/marble'><img src='https://img.shields.io/badge/%F0%9F%A4%97%20Gradio%20Demo-Huggingface-orange'></a>
+
+This is the official implementation of MARBLE: Material Recomposition and Blending in CLIP-Space. Given an input image, MARBLE enables edits from material transfer, blending, to parametric control.
+
+![arch](static/teaser.jpg)
+
+
+## Installation
+MARBLE material blocks are built from the code base of [InstantStyle](https://github.com/instantX-research/InstantStyle). Additional functions are added into the `ip_adapter_instantstyle/ip_adapter.py` but please cite their papers accordingly.
+
+The current code base is tested on Python 3.9.7.
+
+We will begin by cloning this repo:
+
+```
+git clone https://github.com/Stability-AI/marble.git
+```
+
+Then, install the latest the libraries with:
+
+```
+cd marble
+pip install -r requirements.txt
+```
+
+## Usage
+
+After installation and downloading the models, you can use the two demos `try_blend.ipynb` for material blending and `parametric_control.ipynb` for material transfer + multi-attribute parametric control.
+
+We also provide a gradio demo which can be run with `python gradio_demo.py`.
+
+
+### Using your own materials
+For material transfer, you could add your images `input_images/texture/`.
+
+
+### ComfyUI extension
+
+Custom nodes and an [example workflow](./example_workflow.json) are provided for [ComfyUI](https://github.com/comfyanonymous/ComfyUI).
+
+To install:
+
+* Clone this repo into ```custom_nodes```:
+ ```shell
+  $ cd ComfyUI/custom_nodes
+  $ git clone https://github.com/Stability-AI/marble
+ ```
+* Install dependencies:
+ ```shell
+  $ cd marble
+  $ pip install -r requirements.txt
+ ```
+* Restart ComfyUI
+
+
+## Citation
+If you find MARBLE helpful in your research/applications, please cite using this BibTeX:
+
+```bibtex
+@article{cheng2024marble,
+  title={MARBLE: Material Recomposition and Blending in CLIP-Space},
+  author={Cheng, Ta-Ying and Sharma, Prafull and Boss, Mark and Jampani, Varun},
+  journal={CVPR},
+  year={2025}
+}
+```