Fig. 12
From: Explainable hybrid AI CAD framework for advanced prediction of steel surface defects

Visualization of the Auto-hyperparameter tuning results for all versions of YOLOv5, YOLOv8, and YOLOv9, where the yellow curve indicates the hyper-parameter combination that achieved the best performance.