Edge-Compatible Deep Learning Models for Detection of Pest Outbreaks in Viticulture

Edge-Compatible Deep Learning Models for Detection of Pest Outbreaks in Viticulture

The direct effect of global warming on viticulture is already apparent, with unexpected pests and diseases as one of the most concerning consequences. Deploying sticky traps on grape plantations to attract key insects has been the backbone of conventional pest management programs. However, they are...

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Bibliographic Details
Main Authors: João Gonçalves, Eduardo Silva, Pedro Faria, Telmo Nogueira, Ana Ferreira, Cristina Carlos, Luís Rosado
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Agronomy
Subjects:
viticulture
pests monitoring
insect detection
object detection
deep learning
machine-learning
Online Access:https://www.mdpi.com/2073-4395/12/12/3052

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