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An official repository of paper "Combinatorial 3D Shape Generation via Sequential Assembly", presented at NeurIPS 2020 Workshop on Machine Learning for Engineering Modeling, Simulation, and Design

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POSTECH-CVLab/Combinatorial-3D-Shape-Generation

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Combinatorial-3D-Shape-Generation

Installing Required Python Packages

You are able to install required Python packages by commanding pip install -r requirements.txt.

Running

  • Creating a dataset
# In src_dataset/
$ ./dataset_all.sh 
  • Generating a 3D shape
  • Creaing an XML file and its corresponding PLY files

Connection Types Between Two 2-by-4 Bricks

Examples in Combinatorial 3D Shape Dataset

  • Bar

  • Line

  • Plate

  • Wall

  • Cuboid

  • Square Pyramid

  • Chair

  • Sofa

  • Cup

  • Hollow

  • Table

  • Car

Citation

@article{KimJ2020arxiv,
    author={Kim, Jungtaek and Chung, Hyunsoo and Lee, Jinhwi and Cho, Minsu and Park, Jaesik},
    title={Combinatorial {3D} Shape Generation via Sequential Assembly},
    journal={{arXiv} preprint {arXiv}:2004.07414},
    year={2020}
}

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MIT License

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An official repository of paper "Combinatorial 3D Shape Generation via Sequential Assembly", presented at NeurIPS 2020 Workshop on Machine Learning for Engineering Modeling, Simulation, and Design

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