SSPC-Net: Semi-supervised Semantic 3D Point Cloud Segmentation Network

by Mingmei Cheng, Le Hui, Jin Xie and Jian Yang, details are in paper

Requirements:

• environment:

  Ubuntu 18.04
  

• install python package:

  ./Anaconda3-5.1.0-Linux-x86_64.sh
  

• install PyTorch :

  conda install pytorch==1.4.0
  

Usage:

• Dataset

  We will update the details of pseudo label generation and data processing later. The generation of superpoints can also refer to SPGraph.

• Train

  sh semantic_seg/train_s3dis.sh DATASET_S3DIS_PATH
  

Citation:

  @article{cheng2021sspc,
  title={SSPC-Net: Semi-supervised Semantic 3D Point Cloud Segmentation Network},
  author={Cheng, Mingmei and Hui, Le and Xie, Jin and Yang, Jian},
  booktitle={AAAI},
  year={2021}
}

Acknowledgement

Our code refers to SPGraph.