Foundation Visual Encoders Are Secretly Few-Shot Anomaly Detectors

Guangyao Zhai, Yue Zhou, Xinyan Deng +3

Few-shot anomaly detection streamlines and simplifies industrial safety inspection. However, limited samples make accurate differentiation between normal and abnormal features chal…