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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

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