Attention Map-guided Two-stage Anomaly Detection using Hard Augmentation

no code implementations • 31 Mar 2021 • Jou Won Song, Kyeongbo Kong, Ye In Park, Suk-Ju Kang

By applying the attention map to an image feature map, ADGAN learns the normal class distribution from which the useless region is removed, and it is possible to greatly reduce the problem difficulty of the anomaly detection task.

Anomaly Detection Generative Adversarial Network +1