Quantitative and Qualitative Analysis of Agricultural Fields Based on Aerial Multispectral Images Using Neural Networks

This article presents an integrated system that uses the capabilities of unmanned aerial vehicles (UAVs) to perform a comprehensive crop analysis, combining qualitative and quantitative evaluations for efficient agricultural management. A convolutional neural network-based model, Detectron2, serves...

Descripción completa

Detalles Bibliográficos
Autores principales: Strzępek, Krzysztof, Salach, Mateusz, Trybus, Bartosz, Siwiec, Karol, Pawłowicz, Bartosz, Paszkiewicz, Andrzej
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10675671/
https://www.ncbi.nlm.nih.gov/pubmed/38005637
http://dx.doi.org/10.3390/s23229251

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10675671/
https://www.ncbi.nlm.nih.gov/pubmed/38005637
http://dx.doi.org/10.3390/s23229251

Ejemplares similares