Article
ChronoRoot: High-throughput phenotyping by deep segmentation networks reveals novel temporal parameters of plant root system architecture.
GigaScience - 20 Jul 2021
Gaggion Nicolás, Ariel Federico, Daric Vladimir, Lambert Éric, Legendre Simon, Roulé Thomas, Camoirano Alejandra, Milone Diego H, Crespi Martin, Blein Thomas, Ferrante Enzo
Abstract excerpt
BACKGROUND: Deep learning methods have outperformed previous techniques in most computer vision tasks, including image-based plant phenotyping. However, massive data collection of root traits and the development of associated artificial intelligence approaches have been hampered by the inaccessibility of the rhizosphere. Here we present ChronoRoot, a system that combines 3D-printed open-hardware with deep...
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