GAN based ball screw drive picture database enlargement for failure classification

Tobias Schlagenhauf, Chenwei Sun, Jürgen Fleischer

The lack of reliable large datasets is one of the biggest difficulties of using modern machine learning methods in the field of failure detection in the manufacturing industry. In…