Simple Copy-Paste Is a Strong Data Augmentation Method for Instance Segmentation

Aravind Srinivas
Aravind Srinivas
Rui Qian
Rui Qian
Barret Zoph
Barret Zoph

CVPR, pp. 2918-2928, 2021.

Cited by: 1|Views80
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Abstract:

Building instance segmentation models that are data-efficient and can handle rare object categories is an important challenge in computer vision. Leveraging data augmentations is a promising direction towards addressing this challenge. Here, we perform a systematic study of the Copy-Paste augmentation ([13, 12]) for instance segmentatio...More

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