Normalized Difference Vegetation Index Prediction for Blueberry Plant Health from RGB Images: A Clustering and Deep Learning Approach

Normalized Difference Vegetation Index Prediction for Blueberry Plant Health from RGB Images: A Clustering and Deep Learning Approach

In precision agriculture (PA), monitoring individual plant health is crucial for optimizing yields and minimizing resources. The normalized difference vegetation index (NDVI), a widely used health indicator, typically relies on expensive multispectral cameras. This study introduces a method for pred...

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Bibliographic Details
Main Authors: A. G. M. Zaman, Kallol Roy, Jüri Olt
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:AgriEngineering
Subjects:
precision farming
convolutional neural network
image segmentation
NDVI
agrobotic
Online Access:https://www.mdpi.com/2624-7402/6/4/276
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