Green Fruit Detection with a Small Dataset under a Similar Color Background Based on the Improved YOLOv5-AT

Green Fruit Detection with a Small Dataset under a Similar Color Background Based on the Improved YOLOv5-AT

Green fruit detection is of great significance for estimating orchard yield and the allocation of water and fertilizer. However, due to the similar colors of green fruit and the background of images, the complexity of backgrounds and the difficulty in collecting green fruit datasets, there is curren...

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Bibliographic Details
Main Authors: Xinglan Fu, Shilin Zhao, Chenghao Wang, Xuhong Tang, Dan Tao, Guanglin Li, Leizi Jiao, Daming Dong
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Foods
Subjects:
green fruit
precision detection
feature information
data augmentation methods
channel attention module
spatial attention module
Online Access:https://www.mdpi.com/2304-8158/13/7/1060

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