A DreamBooth-style diffusion model personalizes each query image into a normal counterpart, and a triplet CLIP comparison combines query-versus-personalized, query-versus-normal-samples, and query-versus-text scores for few-shot anomaly detection.
Automatic classification of defective photovoltaic module cells in electrolu- minescence images
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One-to-Normal: Anomaly Personalization for Few-shot Anomaly Detection
A DreamBooth-style diffusion model personalizes each query image into a normal counterpart, and a triplet CLIP comparison combines query-versus-personalized, query-versus-normal-samples, and query-versus-text scores for few-shot anomaly detection.