Optimizing PatchCore for Few/many-shot Anomaly Detection

3 code implementations • 20 Jul 2023 • João Santos, Triet Tran, Oliver Rippel

Exhaustive experiments on the public VisA and MVTec AD datasets reveal that (I) significant performance improvements can be realized by optimizing hyperparameters such as the underlying feature extractor, and that (II) image-level augmentations can, but are not guaranteed, to improve performance.

Anomaly Detection Inductive Bias