Detection and Counting of Small Target Apples under Complicated Environments by Using Improved YOLOv7-tiny

Detection and Counting of Small Target Apples under Complicated Environments by Using Improved YOLOv7-tiny

Weather disturbances, difficult backgrounds, the shading of fruit and foliage, and other elements can significantly affect automated yield estimation and picking in small target apple orchards in natural settings. This study uses the MinneApple public dataset, which is processed to construct a datas...

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Bibliographic Details
Main Authors: Li Ma, Liya Zhao, Zixuan Wang, Jian Zhang, Guifen Chen
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Agronomy
Subjects:
YOLOv7-tiny-Apple
small target
fruit detection and counting
digital agriculture
Online Access:https://www.mdpi.com/2073-4395/13/5/1419

Internet

https://www.mdpi.com/2073-4395/13/5/1419

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