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Lightweight highland barley detection based on improved YOLOv5

Abstract Accurate and efficient assessment of highland barley (Hordeum vulgare L.) density is crucial for optimizing cultivation and management practices. However, challenges such as overlapping spikes in unmanned aerial vehicle (UAV) images and the computational requirements for high-resolution ima...

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Principais autores: Minghui Cai, Hui Deng, Jianwei Cai, Weipeng Guo, Zhipeng Hu, Dongzheng Yu, Houxi Zhang
Formato: Artigo
Idioma:Inglês
Publicado: BMC 2025-03-01
Series:Plant Methods
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Acceso en liña:https://doi.org/10.1186/s13007-025-01353-0
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