Optimizing the YOLOv7-Tiny Model with Multiple Strategies for Citrus Fruit Yield Estimation in Complex Scenarios

Optimizing the YOLOv7-Tiny Model with Multiple Strategies for Citrus Fruit Yield Estimation in Complex Scenarios

The accurate identification of citrus fruits is important for fruit yield estimation in complex citrus orchards. In this study, the YOLOv7-tiny-BVP network is constructed based on the YOLOv7-tiny network, with citrus fruits as the research object. This network introduces a BiFormer bilevel routing a...

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Detaylı Bibliyografya
Asıl Yazarlar: Juanli Jing, Menglin Zhai, Shiqing Dou, Lin Wang, Binghai Lou, Jichi Yan, Shixin Yuan
Materyal Türü: Makale
Dil:English
Baskı/Yayın Bilgisi: MDPI AG 2024-02-01
Seri Bilgileri:Agriculture
Konular:
citrus identification
computer vision
YOLOv7-tiny
deep learning
load estimation
Online Erişim:https://www.mdpi.com/2077-0472/14/2/303

Internet

https://www.mdpi.com/2077-0472/14/2/303

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