Fig. 4
From: A multi-head YOLOv12 with self-supervised pretraining for urinary sediment particle detection

Scatter plots illustrating the effect of key hyperparameters on object detection performance across 300 training runs (each for 100 epochs) on the OpenUrine dataset. Cross markers denote the final optimal values used for the main model training.