Hao-Zhou Ni

Lightweight Augmentation of SimpleNet for Industrial Anomaly Detection via Residual Spatial Attention

Industrial anomaly detection requires both image-level recognition and pixel-level localization when anomaly samples are scarce. SimpleNet has become a representative lightweight baseline because of its single-stream inference pipeline, compact structure and low deployment cost. However, its multi-layer features lack a...