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 7 “学生”网络不同蒸馏方式的对比

Tab.7 Comparison of different distillation methods in "student" network

网络模型 ACC/% S/106 F/106 P/106 EfficientNet-B0 93.72 15.6 410.2 5.29 关系知识蒸馏 EfficientNet-B0 94.75 15.6 15.6 5.29 分步关系知识蒸馏 EfficientNet-B0 95.48 15.6 15.6 5.29