Muhammad Umer Arshad

UAV-based YOLOv11 system for automated detection and counting of male hemp plants bearing staminate flowers

Abstract The flowering stage is a crucial phenological phase in hemp production, determining the maturity group of grain and fiber varieties, yield potential, and optimal harvest timing. Enabling early-stage detection of flowering male plants and distinguishing them from non-flow...