Deep Learning with Northern Australian Savanna Tree Species: A Novel Dataset

Deep Learning with Northern Australian Savanna Tree Species: A Novel Dataset

The classification of savanna woodland tree species from high-resolution Remotely Piloted Aircraft Systems (RPAS) imagery is a complex and challenging task. Difficulties for both traditional remote sensing algorithms and human observers arise due to low interspecies variability (species difficult to...

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Bibliographic Details
Main Authors: Andrew J. Jansen, Jaylen D. Nicholson, Andrew Esparon, Timothy Whiteside, Michael Welch, Matthew Tunstill, Harinandanan Paramjyothi, Varma Gadhiraju, Steve van Bodegraven, Renee E. Bartolo
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Data
Subjects:
RPAS
drones
tropical savanna
savanna woodlands
Kakadu National Park
artificial intelligence
Online Access:https://www.mdpi.com/2306-5729/8/2/44

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