SorghumBase - Publications

2 Papers

Keywords

Convolutional Neural Network (2)
Grad-CAM (1)
leaf-counting (1)
plant phenotyping (1)
regression (1)
deep learning (1)
GEM (1)
gene-by-environment interaction (G×E) (1)
Phenotypic Prediction (1)

Leaf-Counting in Monocot Plants Using Deep Regression Models.

Xie X, Ge Y, Walia H, Yang J, Yu H

Published: 1 March 2023 in Sensors (Basel, Switzerland)

Keywords:

Convolutional Neural Network

Grad-CAM

leaf-counting

plant phenotyping

regression

Pubmed ID: 36850487

DOI: 10.3390/s23041890

Details

Yield prediction through integration of genetic, environment, and management data through deep learning.

Kick DR, Wallace JG, Schnable JC, Kolkman JM, Alaca B, Beissinger TM, Edwards J, Ertl D, Flint-Garcia S, Gage JL, Hirsch CN, Knoll JE, de Leon N, Lima DC, Moreta DE, Singh MP, Thompson A, Weldekidan T, Washburn JD

Published: 11 January 2023 in G3 (Bethesda, Md.)

Keywords:

Convolutional Neural Network

deep learning

GEM

gene-by-environment interaction (G×E)

Phenotypic Prediction

Pubmed ID: 36625555

DOI: 10.1093/g3journal/jkad006