基于机器视觉的垃圾自动分类系统设计

康庄,杨杰,郭濠奇

Automatic garbage classification system based on machine vision

Zhuang KANG,Jie YANG,Hao-qi GUO

表 4 5种模型训练的平均损失值比较

Tab.4 Comparison of average loss of five models

组别 LLeNet LAlexNet LVgg LResNet LInv3 0~10 1.400 1.046 0.971 0.911 0.874 10~20 1.234 0.723 0.615 0.555 0.456 20~30 1.176 0.616 0.509 0.449 0.283 30~40 1.137 0.551 0.449 0.389 0.212 40~50 1.108 0.507 0.414 0.354 0.180 50~60 1.086 0.473 0.392 0.332 0.169 60~70 1.069 0.447 0.370 0.310 0.160 70~80 1.053 0.424 0.355 0.295 0.155 80~90 1.041 0.406 0.343 0.283 0.153 90~100 1.031 0.389 0.338 0.278 0.154