CAD 100K is the first comprehensive multi-task dataset for car-related visual anomaly detection, spanning 7 domains and 3 tasks with synthetic augmentation for few-shot cases.
A comprehensive survey of deep transfer learn- ing for anomaly detection in industrial time series: Methods, applications, and directions.IEEE Access, 12:3768–3789
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CAD 100K: A Comprehensive Multi-Task Dataset for Car Related Visual Anomaly Detection
CAD 100K is the first comprehensive multi-task dataset for car-related visual anomaly detection, spanning 7 domains and 3 tasks with synthetic augmentation for few-shot cases.