Lightweight Improved YOLOv5s-CGhostnet for Detection of Strawberry Maturity Levels and Counting

A lightweight strawberry detection and localization algorithm plays a crucial role in enabling the harvesting robot to effectively harvest strawberries. The YOLO model has often been used in strawberry fruit detection for its high accuracy, speed, and robustness. However, some challenges exist, such...

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Bibliographic Details

Published in:	AgriEngineering
Main Authors:	Niraj Tamrakar, Sijan Karki, Myeong Yong Kang, Nibas Chandra Deb, Elanchezhian Arulmozhi, Dae Yeong Kang, Junghoo Kook, Hyeon Tae Kim
Format:	Article
Language:	English
Published:	MDPI AG 2024-04-01
Subjects:	CBAM ghost module loss function strawberry YOLOv5
Online Access:	https://www.mdpi.com/2624-7402/6/2/55