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ImageNormalizationType 枚举

Specifies image normalization methods 指定图像归一化处理方法

Definition

命名空间: DeploySharp.Data
程序集: DeploySharp (在 DeploySharp.dll 中) 版本:0.0.4+6e8a2e904469617cd59619d666c0e272985c0e33
C#
public enum ImageNormalizationType

备注

Different normalization schemes are used depending on model requirements. 根据模型要求使用不同的归一化方案。

成员

None0 No normalization applied (keeps original pixel values 0-255) 不做归一化 (保持原始像素值 0-255)
Scale_0_11 Simple scaling to [0,1] range (divide by 255) 简单缩放到 [0,1] 范围 (除以255)
Scale_Neg1_12 Scaling to [-1,1] range (divide by 127.5 then subtract 1) 缩放到 [-1,1] 范围 (除以127.5减1)
ImageNetStandard3 ImageNet standard normalization (mean=[0.485,0.456,0.406], std=[0.229,0.224,0.225]) ImageNet标准归一化 (mean=[0.485,0.456,0.406], std=[0.229,0.224,0.225])
CustomStandard4 Custom mean and standard deviation normalization 自定义均值和标准差归一化

参见