PGLD-YOLO: a lightweight algorithm for pomegranate fruit localisation and recognition

Accurate localisation and recognition of pomegranate fruits in images with background interference are crucial for improving the efficiency of automated harvesting. To address the issues of excessive model parameters, high computational complexity, and inadequate detection accuracy of the existing p...

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Detalhes bibliográficos

Principais autores:	Jianbo Lu, Yiran Zhao, Miaomiao Yu
Formato:	Artigo
Idioma:	Inglês
Publicado em:	PeerJ Inc. 2025-10-01
coleção:	PeerJ Computer Science
Assuntos:	YOLOv10s Fruit identification Lightweight network Attention mechanism
Acesso em linha:	https://peerj.com/articles/cs-3307.pdf
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