High-Precision Wheat Head Detection Model Based on One-Stage Network and GAN Model

High-Precision Wheat Head Detection Model Based on One-Stage Network and GAN Model

Counting wheat heads is a time-consuming process in agricultural production, which is currently primarily carried out by humans. Manually identifying wheat heads and statistically analyzing the findings has a rigorous requirement for the workforce and is prone to error. With the advancement of machi...

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Manylion Llyfryddiaeth
Prif Awduron: Yan Zhang, Manzhou Li, Xiaoxiao Ma, Xiaotong Wu, Yaojun Wang
Fformat: Erthygl
Iaith:English
Cyhoeddwyd: Frontiers Media S.A. 2022-06-01
Cyfres:Frontiers in Plant Science
Pynciau:
object detection
wheat head
one-stage network
machine learning
generative adversarial network (GAN)
Mynediad Ar-lein:https://www.frontiersin.org/articles/10.3389/fpls.2022.787852/full

Rhyngrwyd

https://www.frontiersin.org/articles/10.3389/fpls.2022.787852/full

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