Scale-Aware Automatic Augmentations for Object Detection With Dynamic Training

Data augmentation is a critical technique in object detection, especially the augmentations targeting at scale invariance training (scale-aware augmentation). However, there has been little systematic investigation of how to design scale-aware data augmentation for object detection. We propose Scale...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 2 vom: 01. Feb., Seite 2367-2383
1. Verfasser: Chen, Yukang (VerfasserIn)
Weitere Verfasser: Zhang, Peizhen, Kong, Tao, Li, Yanwei, Zhang, Xiangyu, Qi, Lu, Sun, Jian, Jia, Jiaya
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article