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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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Principais autores: Yue Yu, Qi Zhou, Hao Wang, Ke Lv, Lijuan Zhang, Jian Li, Dongming Li
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2024-08-01
Serier:Agriculture
Fag:
object detection
pests
lightweight network
LP-YOLO
attention mechanism
Online adgang:https://www.mdpi.com/2077-0472/14/8/1420
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