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A Lightweight Real-Time Recognition Algorithm for Tomato Leaf Disease Based on Improved YOLOv8

To address the real-time detection challenge of deploying deep learning-based tomato leaf disease detection algorithms on embedded devices, an improved tomato leaf disease detection algorithm based on YOLOv8n is proposed in this paper. It is able to achieve the efficient, real-time detection of toma...

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Principais autores: Wenbo Liu, Chenhao Bai, Wei Tang, Yu Xia, Jie Kang
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2024-09-01
Serier:Agronomy
Fag:
LMSM
ALSA
deep learning
pruning strategies
Jetson Nano
Online adgang:https://www.mdpi.com/2073-4395/14/9/2069
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