Supporting information for "Few-Shot Learning Enables Population-Scale Analysis of Leaf Traits in Populus trichocarpa"

Description In this work, we use few-shot learning to segment the body and vein architecture of P. trichocarpa leaves from high-resolution scans obtained in the UC Davis common garden. Leaf and vein segmentation are formulated as separate tasks, in which convolutional neural networks (CNNs) are used...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Lagergren, John, Pavicic, Mirko, Chhetri, Hari, York, Larry, Hyatt, Doug, Kainer, David, Rutter, Erica, Flores, Kevin, Bailey-Bale, Jack, Klein, Marie, Taylor, Gail, Jacobson, Daniel, Streich, Jared
Format:	Dataset
Sprache:	eng
Schlagworte:	Few-shot learning Genomic analysis Image-based plant phenotyping
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