10.5281/zenodo.3946618
https://zenodo.org/records/3946618
oai:zenodo.org:3946618
Patrick Hüther
Patrick Hüther
0000-0003-3315-2484
Gregor Mendel Institute of Molecular Plant Biology GmbH
Niklas Schandry
Niklas Schandry
0000-0003-3099-7860
Gregor Mendel Institute of Molecular Plant Biology GmbH; Ludwig-Maximilians-Universitat Munchen
Claude Becker
Claude Becker
0000-0003-3406-4670
Gregor Mendel Institute of Molecular Plant Biology GmbH; Ludwig-Maximilians-Universitat Munchen
Deeplabv3+ models for the aradeepopsis pipeline
Zenodo
2020
arabidopsis thaliana
phenotyping
DeeplabV3
aradeepopsis
tensorflow
2020-07-15
10.5281/zenodo.3946321
10.5281/zenodo.3946617
Creative Commons Attribution 4.0 International
Transfer learning of the DeepLabv3+ model (xception backbone) for use with aradeepopsis in single- or multi-scale mode.
1_class corresponds to model A; 2_class to model B and 3_class to model C as described here
The datasets used for training are available at https://doi.org/10.5281/zenodo.3946393 and the code used for transfer learning is available on GitHub
European Commission
10.13039/501100000780
716823
Function and Evolution of Attack and Response Strategies during Allelopathy in Plants