YOLO-Banana: A Lightweight Neural Network for Rapid Detection of Banana Bunches and Stalks in the Natural Environment

YOLO-Banana: A Lightweight Neural Network for Rapid Detection of Banana Bunches and Stalks in the Natural Environment

The real-time detection of banana bunches and stalks in banana orchards is a key technology in the application of agricultural robots. The complex conditions of the orchard make accurate detection a difficult task, and the light weight of the deep learning network is an application trend. This study...

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Bibliographic Details
Main Authors: Lanhui Fu, Zhou Yang, Fengyun Wu, Xiangjun Zou, Jiaquan Lin, Yongjun Cao, Jieli Duan
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Agronomy
Subjects:
banana detection
stalk detection
improved YOLOv4
green fruit
orchard
Online Access:https://www.mdpi.com/2073-4395/12/2/391

Internet

https://www.mdpi.com/2073-4395/12/2/391

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