Project website: https://sites.google.com/view/useek. The paper is available at https://arxiv.org/abs/2209.13864.
1_train_merger.pytrains the teacher network, following the procedure in Skeleton Merger with minor adaptations.2_prepare_segment.pyprepares the segmentation pseudo labels for the student network.3_train_useek.pytrains the student network, which is adapted from the segmentation network of SPRIN.4_predictor_keypointnet.pyand5_eval_keypointnet.pytest the student network on the KeypointNet dataset with SE(3) transformations.
The ShapeNetCore.v2 dataset used for training is available from the Point Cloud Datasets repository.
The pre-trained models for both the teacher and student networks are available at Google Drive.