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cs.CV2024★ 1 cited
HyperDefect-YOLO: Enhance YOLO with HyperGraph Computation for Industrial Defect Detection
Zuo Zuo, Jiahao Dong, Yue Gao +1
In the manufacturing industry, defect detection is an essential but challenging task aiming to detect defects generated in the process of production. Though traditional YOLO models…
cs.CV2024
CLIP-FSAC++: Few-Shot Anomaly Classification with Anomaly Descriptor Based on CLIP
Zuo Zuo, Jiahao Dong, Yao Wu +2
Industrial anomaly classification (AC) is an indispensable task in industrial manufacturing, which guarantees quality and safety of various product. To address the scarcity of data…
cs.CV2024★ 1 cited
CLIP3D-AD: Extending CLIP for 3D Few-Shot Anomaly Detection with Multi-View Images Generation
Zuo Zuo, Jiahao Dong, Yao Wu +2
Few-shot anomaly detection methods can effectively address data collecting difficulty in industrial scenarios. Compared to 2D few-shot anomaly detection (2D-FSAD), 3D few-shot anom…