You Only Need Half: Boosting Data Augmentation by Using Partial Content

Juntao Hu, Yuan Wu

We propose a novel data augmentation method termed You Only Need hAlf (YONA), which simplifies the augmentation process. YONA bisects an image, substitutes one half with noise, and…