Rethinking Continual Anomaly Detection on the Edge: Benchmarking Under Realistic Industrial Conditions

Chad Weatherly, Sen Lin

Continual anomaly detection (CAD) addresses the need for industrial inspection systems to adapt to evolving production conditions, yet existing methods share three critical gaps: u…