DB-YOLOv5: A UAV Object Detection Model Based on Dual Backbone Network for Security Surveillance

DB-YOLOv5: A UAV Object Detection Model Based on Dual Backbone Network for Security Surveillance

Unmanned aerial vehicle (UAV) object detection technology is widely used in security surveillance applications, allowing for real-time collection and analysis of image data from camera equipment carried by a UAV to determine the category and location of all targets in the collected images. However,...

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Bibliographic Details
Main Authors: Yuzhao Liu, Wan Li, Li Tan, Xiaokai Huang, Hongtao Zhang, Xujie Jiang
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Electronics
Subjects:
object detection
UAV
security surveillance
feature pyramid network
attention mechanism
Online Access:https://www.mdpi.com/2079-9292/12/15/3296

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