skainet-lang-core/sk.ainet.lang.tensor.dsl/ImageInitializers

ImageInitializers

class ImageInitializers<T : DType, V>(shapeBuilder: ShapeBuilder<T, V>)(source)

Common image processing initializations

Constructors

ImageInitializers

constructor(shapeBuilder: ShapeBuilder<T, V>)

Functions

fun black(): TensorInitializer<T, V>

Initialize as black image (all zeros)

imagenetNormalized

fun imagenetNormalized(random: Random = Random.Default): TensorInitializer<T, V>

Initialize with ImageNet normalization values

normalizedPixels

fun normalizedPixels(random: Random = Random.Default): TensorInitializer<T, V>

Initialize with pixel values normalized to 0, 1 range

fun pixelRange(random: Random = Random.Default): TensorInitializer<T, V>

Initialize with pixel values in standard 0, 255 range

fun white(): TensorInitializer<T, V>

Initialize as white image (all ones for normalized, 255 for pixel range)