A Dense Small Object Detection Algorithm Based on a Global Normalization Attention Mechanism

A Dense Small Object Detection Algorithm Based on a Global Normalization Attention Mechanism

To address the challenges of detecting a large number of objects and a high proportion of small objects in aerial drone imagery, we proposed an aerial dense small object detection algorithm called Global Normalization Attention Mechanism You Only Look Once (GNYL) based on the Global Normalization At...

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Bibliographic Details
Main Authors: Huixin Wu, Yang Zhu, Liuyi Wang
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Applied Sciences
Subjects:
computer vision
small object detection
YOLOv8
attention mechanism
unmanned aerial vehicle
Online Access:https://www.mdpi.com/2076-3417/13/21/11760

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