Improved You Only Look Once v.8 Model Based on Deep Learning: Precision Detection and Recognition of Fresh Leaves from Yunnan Large-Leaf Tea Tree

Improved You Only Look Once v.8 Model Based on Deep Learning: Precision Detection and Recognition of Fresh Leaves from Yunnan Large-Leaf Tea Tree

Yunnan Province, China, known for its superior ecological environment and diverse climate conditions, is home to a rich resource of tea-plant varieties. However, the subtle differences in shape, color and size among the fresh leaves of different tea-plant varieties pose significant challenges for th...

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Bibliographic Details
Main Authors: Chun Wang, Hongxu Li, Xiujuan Deng, Ying Liu, Tianyu Wu, Weihao Liu, Rui Xiao, Zuzhen Wang, Baijuan Wang
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Agriculture
Subjects:
improved YOLOv8
varieties of tea plants
fresh tea leaves
variety identification
dynamic upsampling
Inner-SIoU
Online Access:https://www.mdpi.com/2077-0472/14/12/2324
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