LP-YOLO: A Lightweight Object Detection Network Regarding Insect Pests for Mobile Terminal Devices Based on Improved YOLOv8

To enhance agricultural productivity through the accurate detection of pests under the constrained resources of mobile devices, we introduce LP-YOLO, a bespoke lightweight object detection framework optimized for mobile-based insect pest identification. Initially, we devise lightweight components, n...

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Bibliographic Details

Published in:	Agriculture
Main Authors:	Yue Yu, Qi Zhou, Hao Wang, Ke Lv, Lijuan Zhang, Jian Li, Dongming Li
Format:	Article
Language:	English
Published:	MDPI AG 2024-08-01
Subjects:	object detection pests lightweight network LP-YOLO attention mechanism
Online Access:	https://www.mdpi.com/2077-0472/14/8/1420