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  1. SynLiDAR SynLiDAR Public

    SynLiDAR: Synthetic LiDAR sequential point cloud dataset with point-wise annotations (AAAI2022)

    Python 116 9

  2. polarmix polarmix Public

    Official PyTorch implementation of the NeurIPS2022 paper "PolarMix: A General Data Augmentation Technique for LiDAR Point Clouds"

    Python 61 11

  3. SemanticSTF SemanticSTF Public

    (CVPR 2023) The official project of "3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds"

    Python 89 12

  4. 3d_url_survey 3d_url_survey Public

    (TPAMI2023) Unsupervised Point Cloud Representation Learning with Deep Neural Networks: A Survey

    184 20

  5. FPS-Net FPS-Net Public

    Code for "FPS-Net: A convolutional fusion network for large-scale LiDAR point cloud segmentation".

    Python 20 6

  6. 3D_label_efficient_learning 3D_label_efficient_learning Public

    Official repository for "A Survey of Label-Efficient Deep Learning for 3D Point Clouds"

    40 2