多方引导前景增强的行人重识别方法

刘俊婧,郑宛露,郭子强,王少荣

Person re-identification method based on multi-part guided foreground enhancement

Junjing LIU,Wanlu ZHENG,Ziqiang GUO,Shaorong WANG

表 8 行人重识别模型训练参数的配置

Tab.8 Configuration of training parameter of person re-identification model

参数 数值 训练次数(epoch) 120 批大小(batch_size) 64 初始学习率(lr) 3.5×10−4 学习衰减率(lr_decay) 0.1 优化函数(optimizer) Adam 动量大小(momentum) 0.9 权重衰减系数(weight_decay) 0.000 5 随机水平翻转概率(random horizontal flip probability) 0.5 随机擦除概率(erase_probability) 0.5