Leveraging Machine Learning for Weed Management and Crop Enhancement: Vineyard Flora Classification

Leveraging Machine Learning for Weed Management and Crop Enhancement: Vineyard Flora Classification

The global population’s rapid growth necessitates a 70% increase in agricultural production, posing challenges exacerbated by weed infestation and herbicide drawbacks. To address this, machine learning (ML) models, particularly convolutional neural networks (CNNs), are employed in precision agricult...

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Bibliographic Details
Main Authors: Ana Corceiro, Nuno Pereira, Khadijeh Alibabaei, Pedro D. Gaspar
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Algorithms
Subjects:
agriculture
ML algorithms
CNN
flora classification
precision agriculture
Online Access:https://www.mdpi.com/1999-4893/17/1/19

Internet

https://www.mdpi.com/1999-4893/17/1/19

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