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 3 5种模型训练的平均准确率比较

Tab.3 Comparison of average accuracy of five models

组别 ALeNet AAlexNet AVgg AResNet AInv3 0~10 0.508 0.632 0.655 0.683 0.689 10~20 0.569 0.747 0.785 0.813 0.839 20~30 0.589 0.784 0.820 0.848 0.900 30~40 0.603 0.806 0.841 0.869 0.926 40~50 0.614 0.821 0.853 0.881 0.939 50~60 0.622 0.830 0.860 0.888 0.945 60~70 0.628 0.841 0.868 0.896 0.950 70~80 0.633 0.847 0.874 0.902 0.953 80~90 0.637 0.854 0.877 0.905 0.955 90~100 0.640 0.859 0.879 0.907 0.957