基于MA-ConvNext网络和分步关系知识蒸馏的苹果叶片病害识别

刘欢,李云红,张蕾涛,郭越,苏雪平,朱耀麟,侯乐乐

Identification of apple leaf diseases based on MA-ConvNext network and stepwise relational knowledge distillation

Huan LIU,Yunhong LI,Leitao ZHANG,Yue GUO,Xueping SU,Yaolin ZHU,Lele HOU

表 6 分步关系知识蒸馏中各网络性能

Tab.6 Performance of each network in stepwise relational knowledge distillation

网络模型 ACC/% Loss S/106 F/109 P/106 MA-ConvNext 99.38 0.037 106.0 4.60 27.86 DenseNet121 95.94 0.019 27.6 2.90 7.98 EfficientNet-B0 93.72 0.068 15.6 0.41 5.29