Ginger Seeding Detection and Shoot Orientation Discrimination Using an Improved YOLOv4-LITE Network

Ginger Seeding Detection and Shoot Orientation Discrimination Using an Improved YOLOv4-LITE Network

A consistent orientation of ginger shoots when sowing ginger is more conducive to high yields and later harvesting. However, current ginger sowing mainly relies on manual methods, seriously hindering the ginger industry’s development. Existing ginger seeders still require manual assistance in placin...

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Bibliographic Details
Main Authors: Lifa Fang, Yanqiang Wu, Yuhua Li, Hongen Guo, Hua Zhang, Xiaoyu Wang, Rui Xi, Jialin Hou
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Agronomy
Subjects:
image recognition
deep learning
YOLO
attention mechanism
MobileNetv2
ginger
Online Access:https://www.mdpi.com/2073-4395/11/11/2328

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