imageseg: An R package for deep learning‐based image segmentation

Author:

Niedballa Jürgen1ORCID,Axtner Jan1ORCID,Döbert Timm Fabian2ORCID,Tilker Andrew13ORCID,Nguyen An1ORCID,Wong Seth T.1ORCID,Fiderer Christian45ORCID,Heurich Marco456ORCID,Wilting Andreas1ORCID

Affiliation:

1. Department of Ecological Dynamics Leibniz Institute for Zoo and Wildlife Research Berlin Germany

2. Department of Earth and Atmospheric Sciences University of Alberta Edmonton Alberta Canada

3. Re:wild Austin Texas USA

4. Bavarian Forest National Park Grafenau Germany

5. Albert‐Ludwigs Universität Freiburg Freiburg Germany

6. Inland Norway University of Applied Science Koppang Norway

Funder

Bundesamt für Naturschutz

Bundesministerium für Bildung und Forschung

Commonwealth Scientific and Industrial Research Organisation

Deutsche Forschungsgemeinschaft

United States Agency for International Development

University of Western Australia

Publisher

Wiley

Subject

Ecological Modeling,Ecology, Evolution, Behavior and Systematics

Reference43 articles.

1. TensorFlow: Large‐scale machine learning on heterogeneous distributed systems;Abadi M.;arXiv,2016

2. Habitat-Net: Segmentation of habitat images using deep learning

3. Allaire J. &Chollet F.(2021).keras: R Interface to ‘Keras’. R package version 2.6.1. Retrieved fromhttps://CRAN.R‐project.org/package=keras

4. Reduction in browsing intensity may not compensate climate change effects on tree species composition in the Bavarian Forest National Park

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