Yield Estimation Method of Apple Tree Based on Improved Lightweight YOLOv5

Yield Estimation Method of Apple Tree Based on Improved Lightweight YOLOv5

Yield estimation of fruit tree is one of the important works in orchard management. In order to improve the accuracy of in-situ yield estimation of apple trees in orchard, a method for the yield estimation of single apple tree, which includes an improved YOLOv5 fruit detection network and a yield fi...

Full description

Bibliographic Details
Main Authors: LI Zhijun, YANG Shenghui, SHI Deshuai, LIU Xingxing, ZHENG Yongjun
Format: Article
Language:English
Published: Editorial Office of Smart Agriculture 2021-06-01
Series:智慧农业
Subjects:
apple in-situ yield estimation
deep learning
fruit detection
bp neural network
yolov5
Online Access:http://www.smartag.net.cn/article/2021/2096-8094/2096-8094-2021-3-2-100.shtml

Internet

http://www.smartag.net.cn/article/2021/2096-8094/2096-8094-2021-3-2-100.shtml

Similar Items