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Weakly Supervised 3D Instance Segmentation without Instance-level Annotations

Published in arXiv (Cornell University) • Aug 3, 2023
Authors:
Shichao Dong
,
Guosheng Lin

Abstract

3D semantic scene understanding tasks have achieved great success with the emergence of deep learning, but often require a huge amount of manually annotated training data. To alleviate the annotation cost, we propose the first weakly-supervised 3D instance segmentation method that only requires cate...

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