DeepCob: precise and high-throughput analysis of maize cob geometry using deep learning with an application in genebank phenomics.

Lydia KienbaumMiguel Correa AbondanoRaul Blas Karl J Schmid

Published in: Plant methods (2021)

Single Mask R-CNN model and associated analysis pipeline are widely applicable tools for maize cob phenotyping in contexts like genebank phenomics or plant breeding.

Keyphrases

high throughput
deep learning
convolutional neural network
single cell
artificial intelligence
machine learning
cell wall