56 lines
1.3 KiB
Markdown
56 lines
1.3 KiB
Markdown
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Work in Progress! This node is not finished.
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# ComfyUI-NeurCADRecon
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Neural implicit CAD reconstruction with Morse loss.
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**Originally from [ComfyUI-CADabra](https://github.com/PozzettiAndrea/ComfyUI-CADabra)**
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## Paper
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**NeurCADRecon: Neural Representation for Reconstructing CAD Surfaces** (SIGGRAPH 2024)
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## Installation
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### Via ComfyUI Manager
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Search for "NeurCADRecon" in ComfyUI Manager
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### Manual Installation
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```bash
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cd ComfyUI/custom_nodes
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git clone https://github.com/PozzettiAndrea/ComfyUI-NeurCADRecon
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pip install -r ComfyUI-NeurCADRecon/requirements.txt
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```
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## Nodes
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- **LoadNeurCADReconModel** - Initialize neural implicit model
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- **NeurCADReconTrain** - Train model on point cloud
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- **NeurCADReconInference** - Extract mesh from trained model
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- **NeurCADReconLoadCheckpoint** - Load trained checkpoint
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## Requirements
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- torch>=2.0.0
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- numpy>=1.24.0
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- trimesh>=3.20.0
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- scipy>=1.11.0
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- PyMCubes>=0.1.4
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## Community
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Questions or feature requests? Open a [Discussion](https://github.com/PozzettiAndrea/ComfyUI-NeurCADRecon/discussions) on GitHub.
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Join the [Comfy3D Discord](https://discord.gg/bcdQCUjnHE) for help, updates, and chat about 3D workflows in ComfyUI.
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## Credits
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- Original CADabra: [PozzettiAndrea/ComfyUI-CADabra](https://github.com/PozzettiAndrea/ComfyUI-CADabra)
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- NeurCADRecon paper authors
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## License
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GPL-3.0
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