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Study on Pear Flowers Detection Performance of YOLO-PEFL Model Trained With Synthetic Target Images

Accurate detection of pear flowers is an important measure for pear orchard yield estimation, which plays a vital role in improving pear yield and predicting pear price trends. This study proposed an improved YOLOv4 model called YOLO-PEFL model for accurate pear flower detection in the natural envir...

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Detalles Bibliográficos
Autores principales: Wang, Chenglin, Wang, Yawei, Liu, Suchwen, Lin, Guichao, He, Peng, Zhang, Zhaoguo, Zhou, Yi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9209761/
https://www.ncbi.nlm.nih.gov/pubmed/35747884
http://dx.doi.org/10.3389/fpls.2022.911473