LatentAugment: Data Augmentation via Guided Manipulation of GAN's Latent Space

Lorenzo Tronchin, Minh H. Vu, Paolo Soda +1

Data Augmentation (DA) is a technique to increase the quantity and diversity of the training data, and by that alleviate overfitting and improve generalisation. However, standard D…