ComfyUI Extension: ComfyUI-NeurCADRecon

Authored by PozzettiAndrea

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NeurCADRecon: Neural Implicit CAD Reconstruction - Originally from ComfyUI-CADabra

Custom Nodes (0)

    README

    ComfyUI-NeurCADRecon

    Neural implicit CAD reconstruction with Morse loss.

    Originally from ComfyUI-CADabra

    Paper

    NeurCADRecon: Neural Representation for Reconstructing CAD Surfaces (SIGGRAPH 2024)

    Installation

    Via ComfyUI Manager

    Search for "NeurCADRecon" in ComfyUI Manager

    Manual Installation

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

    Nodes

    • LoadNeurCADReconModel - Initialize neural implicit model
    • NeurCADReconTrain - Train model on point cloud
    • NeurCADReconInference - Extract mesh from trained model
    • NeurCADReconLoadCheckpoint - Load trained checkpoint

    Requirements

    • torch>=2.0.0
    • numpy>=1.24.0
    • trimesh>=3.20.0
    • scipy>=1.11.0
    • PyMCubes>=0.1.4

    Credits

    License

    GPL-3.0