Improving 3D Object Detection through Progressive Population Based Augmentation

Cheng Shuyang
Cheng Shuyang
Leng Zhaoqi
Leng Zhaoqi
Zoph Barret
Zoph Barret
Bai Chunyan
Bai Chunyan
Song Yang
Song Yang
Li Congcong
Li Congcong

european conference on computer vision, pp. 279-294, 2020.

Cited by: 7|Bibtex|Views131|DOI:https://doi.org/10.1007/978-3-030-58589-1_17
Other Links: arxiv.org|academic.microsoft.com

Abstract:

Data augmentation has been widely adopted for object detection in 3D point clouds. All previous efforts have focused on manually designing specific data augmentation methods for individual architectures, however no work has attempted to automate the design of data augmentation in 3D detection problems -- as is common in 2D image-based c...More

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