用于边缘计算设备的果树挂果量轻量化估测模型
夏雪, 柴秀娟, 张凝, 周硕, 孙琦鑫, 孙坦

A Lightweight Fruit Load Estimation Model for Edge Computing Equipment
XIA Xue, CHAI Xiujuan, ZHANG Ning, ZHOU Shuo, SUN Qixin, SUN Tan
表3 不同模型的复杂度对比
Table 3 Comparison of different models' complexities
模型框架特征提取网络参数量/MFLOPs/G模型大小/MB
Faster RCNNResNet3438.39114.96153.7
FairMOTResNet3424.82168.00293.0
HRNet1812.07294.62156.0
改进FairMOTCSPDarkNet53+PAFPN5.0136.4470.2