Citrus Identification and Counting Algorithm Based on Improved YOLOv5s and DeepSort

A method for counting the number of citrus fruits based on the improved YOLOv5s algorithm combined with the DeepSort tracking algorithm is proposed to address the problem of the low accuracy of counting citrus fruits due to shading and lighting factors in videos taken in orchards. In order to improv...

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Bibliographic Details
Main Authors: Yuhan Lin, Wenxin Hu, Zhenhui Zheng, Juntao Xiong
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Agronomy
Subjects:
Online Access:https://www.mdpi.com/2073-4395/13/7/1674