41 lines
1.1 KiB
YAML
41 lines
1.1 KiB
YAML
# YOLOv5 🚀 by Ultralytics, GPL-3.0 license
|
|
# Hyperparameters for VOC training
|
|
# python train.py --batch 128 --weights yolov5m6.pt --data VOC.yaml --epochs 50 --img 512 --hyp hyp.scratch-med.yaml --evolve
|
|
# See Hyperparameter Evolution tutorial for details https://github.com/ultralytics/yolov5#tutorials
|
|
|
|
# YOLOv5 Hyperparameter Evolution Results
|
|
# Best generation: 467
|
|
# Last generation: 996
|
|
# metrics/precision, metrics/recall, metrics/mAP_0.5, metrics/mAP_0.5:0.95, val/box_loss, val/obj_loss, val/cls_loss
|
|
# 0.87729, 0.85125, 0.91286, 0.72664, 0.0076739, 0.0042529, 0.0013865
|
|
|
|
lr0: 0.00334
|
|
lrf: 0.15135
|
|
momentum: 0.74832
|
|
weight_decay: 0.00025
|
|
warmup_epochs: 3.3835
|
|
warmup_momentum: 0.59462
|
|
warmup_bias_lr: 0.18657
|
|
box: 0.02
|
|
cls: 0.21638
|
|
cls_pw: 0.5
|
|
obj: 0.51728
|
|
obj_pw: 0.67198
|
|
iou_t: 0.2
|
|
anchor_t: 3.3744
|
|
fl_gamma: 0.0
|
|
hsv_h: 0.01041
|
|
hsv_s: 0.54703
|
|
hsv_v: 0.27739
|
|
degrees: 0.0
|
|
translate: 0.04591
|
|
scale: 0.75544
|
|
shear: 0.0
|
|
perspective: 0.0
|
|
flipud: 0.0
|
|
fliplr: 0.5
|
|
mosaic: 0.85834
|
|
mixup: 0.04266
|
|
copy_paste: 0.0
|
|
anchors: 3.412
|