Improved Small Object Detection Algorithm CRL-YOLOv5

Detecting small objects in images poses significant challenges due to their limited pixel representation and the difficulty in extracting sufficient features, often leading to missed or false detections. To address these challenges and enhance detection accuracy, this paper presents an improved smal...

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Bibliographic Details
Published in:	Sensors (Basel, Switzerland) Vol. 24; no. 19; p. 6437
Main Authors:	Wang, Zhiyuan, Men, Shujun, Bai, Yuntian, Yuan, Yutong, Wang, Jiamin, Wang, Kanglei, Zhang, Lei
Format:	Journal Article
Language:	English
Published:	Switzerland MDPI AG 01.10.2024 MDPI
Subjects:	Accuracy Algorithms attention mechanisms contextual information digital images Medical imaging equipment Remote sensing Semantics small object detection spatial resolution Telecommunication systems Telematics YOLOv5 small object detection spatial resolution YOLOv5 contextual information attention mechanisms digital images
ISSN:	1424-8220, 1424-8220
Online Access:	Get full text
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