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DLSW-YOLOv8n: A Novel Small Maritime Search and Rescue Object Detection Framework for UAV Images with Deformable Large Kernel Net

Unmanned aerial vehicle maritime search and rescue target detection is susceptible to external factors, which can seriously reduce detection accuracy. To address these challenges, the DLSW-YOLOv8n algorithm is proposed combining Deformable Large Kernel Net (DL-Net), SPD-Conv, and WIOU. Firstly, to r...

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Principais autores: Zhumu Fu, Yuehao Xiao, Fazhan Tao, Pengju Si, Longlong Zhu
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2024-07-01
Serier:Drones
Fag:
unmanned aerial vehicles
maritime search and rescue
DL-Net
space-to-depth
wise IoU
Online adgang:https://www.mdpi.com/2504-446X/8/7/310
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