Fusing Self-Attention and CoordConv to Improve the YOLOv5s Algorithm for Infrared Weak Target Detection

Fusing Self-Attention and CoordConv to Improve the YOLOv5s Algorithm for Infrared Weak Target Detection

Convolutional neural networks have achieved good results in target detection in many application scenarios, but convolutional neural networks still face great challenges when facing scenarios with small target sizes and complex background environments. To solve the problem of low accuracy of infrare...

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Bibliographic Details
Main Authors: Xiangsuo Fan, Wentao Ding, Wenlin Qin, Dachuan Xiao, Lei Min, Haohao Yuan
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Sensors
Subjects:
YOLOv5s
multi-head self-attention
CoordConv
NWD
target detection
Online Access:https://www.mdpi.com/1424-8220/23/15/6755

Internet

https://www.mdpi.com/1424-8220/23/15/6755

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