A Transformer-Based Detection Network for Precision Cistanche Pest and Disease Management in Smart Agriculture

A Transformer-Based Detection Network for Precision Cistanche Pest and Disease Management in Smart Agriculture

This study focuses on pest and disease detection in cistanche, proposing a Transformer-based object detection network enhanced by a bridging attention mechanism and bridging loss function, demonstrating outstanding performance in complex agricultural scenarios. The bridging attention mechanism dynam...

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Bibliographic Details
Main Authors: Hang Zhang, Zimo Gong, Chen Hu, Canyang Chen, Zihang Wang, Boda Yu, Jingchao Suo, Chenlu Jiang, Chunli Lv
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Plants
Subjects:
cistanche pest and disease detection
Transformer-based detection network
dynamic loss balancing
smart agriculture
disease management
Online Access:https://www.mdpi.com/2223-7747/14/4/499
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