Classification robustness to common optical aberrations

1 code implementation • 29 Aug 2023 • Patrick Müller, Alexander Braun, Margret Keuper

Experiments on ImageNet show that for a variety of different pre-trained DNNs, the performance varies strongly compared to disk-shaped kernels, indicating the necessity of considering realistic image degradations.

Classification Data Augmentation +1