Erhan Kahya

A learning-dynamics-driven framework for robust small-object detection in complex field environments: YOLOv11l-AGRI-EMA framework

Accurate fruit detection under natural field conditions remains challenging due to small object size, occlusion, and complex background variability. While most studies focus on architectural modifications, the role of learning dynamics and training stability remains underexplored...