ComfyUI-Cadrille

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Work in Progress! This node is not finished.

ComfyUI-Cadrille

Multi-modal CAD reconstruction from point clouds, images, or text. Includes CAD-Recode for code generation.

Originally from ComfyUI-CADabra

Paper

Cadrille: Multi-modal CAD Reconstruction with Online Reinforcement Learning

• GitHub: https://github.com/col14m/cadrille

Installation

Via ComfyUI Manager

Search for "Cadrille" in ComfyUI Manager

Manual Installation

cd ComfyUI/custom_nodes
git clone https://github.com/PozzettiAndrea/ComfyUI-Cadrille
pip install -r ComfyUI-Cadrille/requirements.txt

# CadQuery (required for code execution)
conda install -c conda-forge cadquery

Nodes

Cadrille

• LoadCadrilleModel - Load Cadrille model from HuggingFace
• CadrilleInference - Generate CadQuery code from point cloud
• CadrilleImageInference - Generate CadQuery code from images
• CadrilleTextInference - Generate CadQuery code from text description

CAD-Recode

• LoadCADRecodeModel - Load CAD-Recode model
• CADRecodeInference - Point cloud to CadQuery code
• CadQueryExecute - Safely execute generated CadQuery code

Requirements

• torch>=2.0.0
• numpy>=1.24.0
• trimesh>=3.20.0
• transformers>=4.30.0
• accelerate
• Pillow
• cadquery (via conda)

Community

Questions or feature requests? Open a Discussion on GitHub.

Join the Comfy3D Discord for help, updates, and chat about 3D workflows in ComfyUI.

Credits

• Original CADabra: PozzettiAndrea/ComfyUI-CADabra
• Cadrille and CAD-Recode paper authors

License

GPL-3.0