An Applied Deep Learning Approach for Estimating Soybean Relative Maturity from UAV Imagery to Aid Plant Breeding Decisions

no code implementations • 2 Aug 2021 • Saba Moeinizade, Hieu Pham, Ye Han, Austin Dobbels, Guiping Hu

Specifically for soybeans, identifying their relative maturity is a vital piece of information used for advancement decisions.

Time Series Time Series Analysis

A reinforcement learning approach to resource allocation in genomic selection

no code implementations • 22 Jul 2021 • Saba Moeinizade, Guiping Hu, Lizhi Wang

Genomic selection (GS) is a technique that plant breeders use to select individuals to mate and produce new generations of species.

reinforcement-learning Reinforcement Learning (RL)