Alternative Data Augmentation for Industrial Monitoring using Adversarial Learning

no code implementations • 9 May 2022 • Silvan Mertes, Andreas Margraf, Steffen Geinitz, Elisabeth André

However, a precise examination of the resulting images indicate that WGAN and image-to-image translation achieve good segmentation results and only deviate to a small degree from traditional data augmentation.

Data Augmentation Image-to-Image Translation +2