Sonay Duman

Structure-Aware RGB Channel Reconstruction for YOLOv8-Based Oyster Mushroom Detection

Oyster mushroom cultivation requires accurate object detection for automated monitoring and precision agriculture applications. This study evaluates a structure-aware three-channel input representation for YOLOv8s in which raw RGB channels are replaced by grayscale intensity, Sob...