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 8 “中间”网络关系知识蒸馏结果

Tab.8 Distillation results of "intermediate" network relational knowledge

网络模型 S/106 F/109 P/106 ACC/% MA-ConvNext 106.0 4.6 27.86 99.38 DenseNet121 27.6 2.9 7.98 95.94 关系知识蒸馏 DenseNet121 27.6 2.9 7.98 94.57