Stefan Wegenkittl

Sequential IoT Data Augmentation Using Generative Adversarial Networks

Sequential data in industrial applications can be used to train and evaluate machine learning models (e.g. classifiers). Since gathering representative amounts of data is difficult and time consuming, there is an incentive to generate it from a small ground truth. Data augmentation is a common metho…