Improved YOLOv5s Algorithm for Small Target Detection in UAV Aerial Photography

Improved YOLOv5s Algorithm for Small Target Detection in UAV Aerial Photography

UAV aerial photos tend to have complicated backgrounds and dense targets that vary in size. Applying existing object detection algorithms to such images is often inaccurate and prone to misdetection and omission. To better improve the detection performance of UAV aerial photography, we proposed an i...

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Bibliographic Details
Main Authors: Shixin Li, Chen Liu, Kaiwen Tang, Fanrun Meng, Zhiren Zhu, Liming Zhou, Fankai Chen
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
YOLOv5s
UAV
SPD
small target detection
EIoU
Online Access:https://ieeexplore.ieee.org/document/10398197/

Internet

https://ieeexplore.ieee.org/document/10398197/

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