An open-source machine-learning application for predicting pixel-to-pixel NDVI regression from RGB calibrated images

L Moscovini, L Ortenzi, F Pallottino, S Figorilli… - … and Electronics in …, 2024 - Elsevier
Abstract The Normalized Difference Vegetation Index (NDVI) is the most common index to
measure vegetation in agriculture and create classified prescription maps used for several …

[PDF][PDF] Agriculture data analysis using parallel k-nearest neighbour classification algorithm

V Muninarayanappa, R Ranjan - Int J Reconfigurable & Embedded …, 2024 - academia.edu
A cost-effective and effective agriculture management system is created by utilizing data
analytics (DA), internet of things (IoT), and cloud computing (CC). Geographic information …

Augmented Reality In-Field Observation Creation and Visualization in Underperforming Areas

M Zheng, NV Bermeo… - 2022 IEEE Conference on …, 2022 - ieeexplore.ieee.org
To precisely diagnose and address farming issues that led to crop yield underperformance,
agronomists need to conduct field trips at the targeted underperforming areas and record the …