ImageNormalizationType 枚举
Specifies image normalization methods
指定图像归一化处理方法
命名空间: DeploySharp.Data程序集: DeploySharp (在 DeploySharp.dll 中) 版本:0.0.4+6e8a2e904469617cd59619d666c0e272985c0e33
public enum ImageNormalizationType
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。
None | 0 |
No normalization applied (keeps original pixel values 0-255)
不做归一化 (保持原始像素值 0-255)
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Scale_0_1 | 1 |
Simple scaling to [0,1] range (divide by 255)
简单缩放到 [0,1] 范围 (除以255)
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Scale_Neg1_1 | 2 |
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)
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ImageNetStandard | 3 |
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])
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CustomStandard | 4 |
Custom mean and standard deviation normalization
自定义均值和标准差归一化
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