KeyBoxGAN: enhancing 2D object detection through annotated and editable image synthesis

Abstract Sample augmentation, especially sample generation is conducive for addressing the challenge of training robust image and video object detection models based on the deep learning. Still, the existing methods lack sample editing capability and suffer from annotation work. This paper proposes...

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Bibliographic Details
Main Authors: Yashuo Bai, Yong Song, Fei Dong, Xu Li, Ya Zhou, Yizhao Liao, Jinxiang Huang, Xin Yang
Format: Article
Language:English
Published: Springer 2025-02-01
Series:Complex & Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s40747-025-01817-9