A General Multiple Data Augmentation Based Framework for Training Deep Neural Networks

Binyan Hu, Yu Sun, A. K. Qin

Deep neural networks (DNNs) often rely on massive labelled data for training, which is inaccessible in many applications. Data augmentation (DA) tackles data scarcity by creating n…