2022
SPot-the-Difference Self-Supervised Pre-training for Anomaly Detection and Segmentation
ECCV 2022poster
"Visual anomaly detection is commonly used in industrial quality inspection. In this paper, we present a new dataset as well as a new self-supervised learning method for ImageNet pre-training to improve anomaly detection and segmentation in 1-class and 2-class 5/10/high-shot training setups. We rele…