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YOLO-DCPG: a lightweight architecture with dual-channel pooling gated attention for intensive small-target agricultural pest detection

Accurate and rapid identification of agricultural pests is essential for intelligent pest monitoring. However, existing pest detection models often suffer from high parameter counts and computational complexity, limiting their deployment on edge devices. To address these challenges, this paper propo...

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Bibliografiske detaljer
Principais autores: Jingwei Liu, En Yu, Yongke Li, Yunjie Zhao, Bowen Mao
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2025-12-01
Serier:Frontiers in Plant Science
Fag:
Online adgang:https://www.frontiersin.org/articles/10.3389/fpls.2025.1716703/full
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