Article
High-throughput phenotyping with deep learning gives insight into the genetic architecture of flowering time in wheat.
GigaScience - 1 Nov 2019
Wang Xu, Xuan Hong, Evers Byron, Shrestha Sandesh, Pless Robert, Poland Jesse
Abstract excerpt
BACKGROUND: Measurement of plant traits with precision and speed on large populations has emerged as a critical bottleneck in connecting genotype to phenotype in genetics and breeding. This bottleneck limits advancements in understanding plant genomes and the development of improved, high-yielding crop varieties. RESULTS: Here we demonstrate the application of deep learning on proximal imaging from a mobile field...
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