Efficient-Lightweight YOLO: Improving Small Object Detection in YOLO for Aerial Images

Efficient-Lightweight YOLO: Improving Small Object Detection in YOLO for Aerial Images

The most significant technical challenges of current aerial image object-detection tasks are the extremely low accuracy for detecting small objects that are densely distributed within a scene and the lack of semantic information. Moreover, existing detectors with large parameter scales are unsuitabl...

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Bibliographic Details
Main Authors: Mengzi Hu, Ziyang Li, Jiong Yu, Xueqiang Wan, Haotian Tan, Zeyu Lin
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Sensors
Subjects:
aerial images
small-object detection
model architecture
SPP
loss function
Online Access:https://www.mdpi.com/1424-8220/23/14/6423

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https://www.mdpi.com/1424-8220/23/14/6423

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