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...

Full description

Bibliographic Details

Published in:	PeerJ Computer Science
Main Authors:	Jianbo Lu, Yiran Zhao, Miaomiao Yu
Format:	Article
Language:	English
Published:	PeerJ Inc. 2025-10-01
Subjects:	YOLOv10s Fruit identification Lightweight network Attention mechanism
Online Access:	https://peerj.com/articles/cs-3307.pdf