基于改进MobileNet v2的垃圾图像分类算法
陈智超,焦海宁,杨杰,曾华福

Garbage image classification algorithm based on improved MobileNet v2
Zhi-chao CHEN,Hai-ning JIAO,Jie YANG,Hua-fu ZENG
表 6 各模型在本研究自建数据集中的训练结果对比
Tab.6 Comparison of training results of each model in proposed data set
模型 A/% P/M Ts/ms
本研究算法 94.6 0.83 37.97
MobileNet v2 92.6 2.24 44.32
ResNet101 93.4 42.53 204.94
ResNet50 92.3 23.53 124.22
GoogleNet 91.4 10.35 68.64
VGG16 91.2 70.32 197.28