A multi-semantic fusion network using CLIP global context and vector-quantized normal codebooks achieves state-of-the-art logical anomaly detection on MVTec LOCO AD.
Itran: A novel transformer-based approach for industrial anomaly detection and local- ization,
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Normality Prior Guided Multi-Semantic Fusion Network for Unsupervised Image Anomaly Detection
A multi-semantic fusion network using CLIP global context and vector-quantized normal codebooks achieves state-of-the-art logical anomaly detection on MVTec LOCO AD.