Grape Target Detection Method in Orchard Environment Based on Improved YOLOv7

Grape Target Detection Method in Orchard Environment Based on Improved YOLOv7

In response to the poor detection performance of grapes in orchards caused by issues such as leaf occlusion and fruit overlap, this study proposes an improved grape detection method named YOLOv7-MCSF based on the You Only Look Once v7 (YOLOv7) framework. Firstly, the original backbone network is rep...

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Bibliographic Details
Main Authors: Fuchun Sun, Qiurong Lv, Yuechao Bian, Renwei He, Dong Lv, Leina Gao, Haorong Wu, Xiaoxiao Li
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Agronomy
Subjects:
image processing
grape target detection
YOLOv7
lightweight network
Online Access:https://www.mdpi.com/2073-4395/15/1/42
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