This commit is contained in:
mshe 2025-09-27 18:16:55 +08:00
parent 3103e78488
commit ff389389dc
1 changed files with 22 additions and 22 deletions

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@ -18,28 +18,28 @@ model.train(
device=0, # 使用GPU 0
workers=8, # 充分利用CPU核心
patience=50,
lr0=0.01,
lrf=0.01,
momentum=0.937,
weight_decay=0.0005,
warmup_epochs=3.0,
# 损失权重调整(重点解决姿态问题)
box=7.5,
pose=1.5, # 提高姿态损失权重
kobj=2.0, # 提高关键点目标权重
cls=1.0,
# 性能优化
amp=True, # 自动混合精度训练
cos_lr=True, # 余弦学习率调度
close_mosaic=10, # 最后10epoch关闭马赛克增强
# 数据增强
hsv_h=0.015,
hsv_s=0.7,
hsv_v=0.4,
fliplr=0.5, # 水平翻转对姿态很重要
# lr0=0.01,
# lrf=0.01,
# momentum=0.937,
# weight_decay=0.0005,
# warmup_epochs=3.0,
#
# # 损失权重调整(重点解决姿态问题)
# box=7.5,
# pose=1.5, # 提高姿态损失权重
# kobj=2.0, # 提高关键点目标权重
# cls=1.0,
#
# # 性能优化
# amp=True, # 自动混合精度训练
# cos_lr=True, # 余弦学习率调度
# close_mosaic=10, # 最后10epoch关闭马赛克增强
#
# # 数据增强
# hsv_h=0.015,
# hsv_s=0.7,
# hsv_v=0.4,
# fliplr=0.5, # 水平翻转对姿态很重要
save=True,
exist_ok=True,