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