From dd4f147016170058dbc430767208d6927add984e Mon Sep 17 00:00:00 2001 From: Edward Yang Date: Sun, 12 Jan 2025 09:02:33 +1100 Subject: [PATCH] add tune hyperparameters --- hyp.yaml | 36 ++++++++++++++++++++++++++++++++++++ 1 file changed, 36 insertions(+) create mode 100644 hyp.yaml diff --git a/hyp.yaml b/hyp.yaml new file mode 100644 index 000000000..18abb7bbe --- /dev/null +++ b/hyp.yaml @@ -0,0 +1,36 @@ +# YOLOv5 Hyperparameter Evolution Results +# Best generation: 105 +# Last generation: 137 +# metrics/precision, metrics/recall, metrics/mAP_0.5, metrics/mAP_0.5:0.95, val/box_loss, val/obj_loss, val/cls_loss +# 0.96812, 0.93573, 0.97031, 0.71342, 0.024933, 0.019274, 0.004785 + +warmup_bias_lr: 0.11427 +box: 0.04819 +cls: 0.96863 +cls_pw: 0.54271 +obj: 1.2126 +obj_pw: 0.82139 +iou_t: 0.5 +anchor_t: 6.2898 +fl_gamma: 0.0 +lr0: 0.00392 +lrf: 0.01223 +momentum: 0.80366 +weight_decay: 0.00028 +warmup_epochs: 4.6562 +warmup_momentum: 0.81529 +hsv_h: 0.02221 +hsv_s: 0.53915 +hsv_v: 0.45591 +degrees: 0.0 +translate: 0.10378 +scale: 0.3473 +shear: 0.0 +perspective: 0.0 +flipud: 0.0 +fliplr: 0.44955 +mosaic: 0.58485 +mixup: 0.0 +copy_paste: 0.0 +anchors: 3.0 +