Normalizing

class Normalizing : Preprocessor
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This preprocessor defines normalizing operation. Given mean and std for n channels, this operation normalizes each channel of the input array, i.e.

output[channel] = (input[channel] - mean[channel]) / std[channel].

Constructors

Normalizing
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fun Normalizing()
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Functions

apply
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open override fun apply(data: FloatArray, inputShape: ImageShape): FloatArray
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Transforms data with inputShape to the new data with the same shape.

Properties

mean
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lateinit var mean: FloatArray
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an array of mean values for each channel.

std
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lateinit var std: FloatArray
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an array of std values for each channel.