基于改进YOLOv5的锂电池极片缺陷检测方法
冉庆东,郑力新
Defect detection method of lithium battery electrode based on improved YOLOv5
Qingdong RAN,Lixin ZHENG
表 3
6种注意力机制检测头对比
Tab.3
Comparison of six attention detection heads
方法
P
/10
6
mAP50/%
mAP50∶95/%
baseline
7. 04
70.9
36.3
+SimAM
[
24
]
7. 04
69.1
37. 0
+SA
[
25
]
7. 04
69.1
37.3
+ECA
[
26
]
7. 04
72.7
41.7
+SE
[
27
]
7. 08
70.5
40.8
+CoT
[
28
]
10. 06
70.9
37.7
+ParNet
[
29
]
10.83
74.2
41.1