RootPainter: deep learning segmentation of biological images with corrective annotation

Convolutional neural networks (CNNs) are a powerful tool for plant image analysis, but challenges remain in making them more accessible to researchers without a machine‐learning background. We present RootPainter, an open‐source graphical user interface based software tool for the rapid training of...

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Detalles Bibliográficos
Autores principales: Smith, Abraham George, Han, Eusun, Petersen, Jens, Olsen, Niels Alvin Faircloth, Giese, Christian, Athmann, Miriam, Dresbøll, Dorte Bodin, Thorup‐Kristensen, Kristian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9804377/
https://www.ncbi.nlm.nih.gov/pubmed/35851958
http://dx.doi.org/10.1111/nph.18387

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9804377/
https://www.ncbi.nlm.nih.gov/pubmed/35851958
http://dx.doi.org/10.1111/nph.18387

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