Flower Mapping in Grasslands With Drones and Deep Learning

Manual assessment of flower abundance of different flowering plant species in grasslands is a time-consuming process. We present an automated approach to determine the flower abundance in grasslands from drone-based aerial images by using deep learning (Faster R-CNN) object detection approach, which...

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Detalles Bibliográficos
Autores principales: Gallmann, Johannes, Schüpbach, Beatrice, Jacot, Katja, Albrecht, Matthias, Winizki, Jonas, Kirchgessner, Norbert, Aasen, Helge
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Plant Science
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8864122/
https://www.ncbi.nlm.nih.gov/pubmed/35222449
http://dx.doi.org/10.3389/fpls.2021.774965

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8864122/
https://www.ncbi.nlm.nih.gov/pubmed/35222449
http://dx.doi.org/10.3389/fpls.2021.774965

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