基于双线性注意力网络的农业灯诱害虫细粒度图像识别研究

姚青,姚波,吕军,唐健,冯晋,朱旭华

Research on Fine-Grained Image Recognition of Agricultural Light- Trap Pests Based on Bilinear Attention Network

YAO Qing,YAO Bo,LÜ Jun,TANG Jian,FENG Jin,ZHU XuHua

表2 5个模型的19种灯诱害虫平均识别率

Table 2 Average recognition rates of 19 light-trap pest species by five models

模型 Model VGG19 Densenet Resnet50 BCNN BAPest-net 平均识别率 Average recognition rate (%) 82.1 89.2 88.4 90.2 94.9