Using improved density peak clustering algorithm for flower cluster identification and apple central and peripheral flower detection

•A method for apple flowers recognition based on YOLOv8n model was proposed.•An improved Single-Layer DPC algorithm was used to automatically determine different clusters.•A Double-Layer DPC algorithm was applied to rectify any offsets of centres of clusters.•The proposed method provided reference f...

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Vydáno v:	Computers and electronics in agriculture Ročník 232; s. 110095
Hlavní autoři:	Geng, Mingyang, Shang, Yuying, Xiang, Shiyu, Wang, Jiachen, Wang, Lei, Song, Huaibo
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier B.V 01.05.2025
Témata:	agriculture algorithms Apple Flower apples data collection Deep Learning Density Peak Clustering Algorithm electronics Flower Cluster Identification flowers Apple Flower Flower Cluster Identification Density Peak Clustering Algorithm Deep Learning
ISSN:	0168-1699
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