Identifying the advantageous latent space dimensionality for StyleGANs used in industrial machine vision applications

Wolfschläger, Dominik; Yermakov, Ruslan; Montavon, Benjamin Leendert; Berkels, Benjamin; Schmitt, Robert H.

Bellingham, Washington, USA : SPIE (2023)
Contribution to a book, Contribution to a conference proceedings

In: AI and Optical Data Sciences IV : 30 January-2 February 2023, San Francisco, California, United States / Bahram Jalali, Ken-ichi Kitayama (editors) ; sponsored and published by: SPIE

Institutions

• Department of Mathematics [110000]
• Junior Professorship of Mathematical Image and Signal Processing [112430]
• Laboratory for Machine Tools and Production Engineering (WZL) of RWTH Aachen University [417200]
• Chair of Production Metrology and Quality Management [417510]