Sergio Villanueva López

Cleaning Contaminated Reference Sets for Few-Shot Visual Anomaly Detection

This work presents an unsupervised audit algorithm that identifies which reference images are likely defective, and runs in seconds on CPU, makes its decisions at the image level independently of the anomaly detection algorithm used, and can be easily incorporated into existing systems.