基于多通道卷积方式的土壤重金属镍含量定量预测

付承彪,庄清源,田安红

Quantitative prediction of soil heavy metal nickel content based on multi-channel convolution method

Chengbiao FU,Qingyuan ZHUANG,Anhong TIAN

表 3 多通道策略下不同深度学习模型的参数统计

Tab.3 Parameter statistics of different deep learning models under multi-channel strategy

模型 $ {N}_{\mathrm{p}}/{10}^{6} $ $ {F}_{\mathrm{r}}/{10}^{6} $ $ {t}_{\mathrm{i}}/{\mathrm{s}} $ ResNet 11.18 58 355.92 0.190 3 VGG 14.72 491 096.23 1.426 1 Inception 21.76 90 756.26 0.846 9 MobileNet 0.57 1 370.96 0.112 6 ResMobileNet 0.57 1 370.96 0.109 5