面向垃圾分类场景的轻量化目标检测方案
陈健松,蔡艺军
Lightweight object detection scheme for garbage classification scenario
Jiansong CHEN,Yijun CAI
表 2
Yolov5s模型和改进模型的实验结果对比
Tab.2
Comparison of experimental results between Yolov5s model and improved model
模型
P
R
mAP@0.5
mAP@0.5:0.95
N
p
/10
6
t
/ms
Yolov5s
0.834
0.792
0.861
0.529
7.026307
135.9
Yolov5s+K-means++
0.855
0.836
0.883
0.555
7.026307
135.9
改进模型
0.859
0.777
0.849
0.532
5.421475
106.1
改进模型+K-means++
0.897
0.811
0.869
0.559
5.421475
106.1