基于组合零样本学习的接触网吊弦线缺陷识别

顾桂梅,贾耀华,赵岩浩,张文辉,闫炳旭

Defect identification for catenary dropper line based on compositional zero-shot learning

Gui-mei GU,Yao-hua JIA,Yan-hao ZHAO,Wen-hui ZHANG,Bing-xu YAN

表 5 不同视觉特征提取网络下的算法性能对比

Tab.5 Comparison of algorithm performance for different visual feature extraction networks

网络 Accs/% Accu/% M t/ms ResNet-18 87.6 80.2 13 511 232 5.6 ResNet-50 93.5 86.5 27 022 408 17.2 ResNet-101 94.1 86.9 46 014 528 40.5 Vgg-16 88.2 78.3 152 274 752 55.4