Energy-Efficient Uncertainty-Aware Biomass Composition Prediction at the Edge

arXiv:2404.11230v1 Announce Type: new
Abstract: Clover fixates nitrogen from the atmosphere to the ground, making grass-clover mixtures highly desirable to reduce external nitrogen fertilization. Herbage containing clover additionally promotes higher food intake, resulting in higher milk production. Herbage probing however remains largely unused as it requires a time-intensive manual laboratory analysis. Without this information, farmers are unable to perform localized clover sowing or take targeted fertilization decisions. Deep learning algorithms have been proposed with the goal to estimate the dry …

abstract analysis arxiv atmosphere cs.ai cs.cv edge energy food however laboratory making prediction production reduce the edge type uncertainty