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 9 分步关系知识蒸馏结果

Tab.9 Distillation results of stepwise relational knowledge

网络模型 ACC/% Loss S/106 F/109 MA-ConvNext 99.38 0.037 106.0 4.60 关系知识蒸馏 DenseNet121 94.57 1.412 27.6 2.90 分步关系知识蒸馏 EfficientNet-B0 95.48 0.823 15.6 0.41