Analyzing VLM-Based Approaches for Anomaly Classification and Segmentation

Mohit Kakda, Mirudula Shri Muthukumaran, Uttapreksha Patel +1

Vision-Language Models (VLMs), particularly CLIP, have revolutionized anomaly detection by enabling zero-shot and few-shot defect identification without extensive labeled datasets.…