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Frontiers in Marine Science
(Mar 2021)
Annotated Video Footage for Automated Identification and Counting of Fish in Unconstrained Seagrass Habitats
Ellen M. Ditria,
Rod M. Connolly,
Eric L. Jinks,
Sebastian Lopez-Marcano,
Sebastian Lopez-Marcano
Affiliations
Ellen M. Ditria
Coastal and Marine Research Centre, School of Environment and Science, Australian Rivers Institute, Griffith University, Gold Coast, QLD, Australia
Rod M. Connolly
Coastal and Marine Research Centre, School of Environment and Science, Australian Rivers Institute, Griffith University, Gold Coast, QLD, Australia
Eric L. Jinks
Coastal and Marine Research Centre, School of Environment and Science, Australian Rivers Institute, Griffith University, Gold Coast, QLD, Australia
Sebastian Lopez-Marcano
Coastal and Marine Research Centre, School of Environment and Science, Australian Rivers Institute, Griffith University, Gold Coast, QLD, Australia
Sebastian Lopez-Marcano
Quantitative Imaging Research Team, Data61, CSIRO, Marsfield, NSW, Australia
DOI
https://doi.org/10.3389/fmars.2021.629485
Journal volume & issue
Vol. 8
Abstract
Read online
No abstracts available.
Keywords
annotated dataset
automation
machine learning
seagrass
automated monitoring
deep learning—CNN
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