rescaling

Rescaling Layer API

This module provides classes to build rescaling layers.

Classes

Name	Description
Rescaling1D	Rescaling 1D
Rescaling2D	Rescaling 2D

Machine-readable model

• Rescaling1DclassRescale the input samples.
• Rescaling2DclassRescale the input samples.

class

Rescaling1D

Python

Rescale the input samples.

helia_edge/layers/preprocessing/rescaling.py:18

Rescaling1D(scale: float, **kwargs={})

Rescale the input samples.

Base class: BaseAugmentation1D.

Inherited from BaseAugmentation: augment_masks(), augment_sample(), augment_targets(), batch_augment(), call(), get_random_transformations().

Parameters

Parameters of Rescaling1D

Name	Type	Default	Description
scale	float	Required	The scaling factor.

attribute

training_only

Python

helia_edge/layers/preprocessing/rescaling.py:20

training_only = False

attribute

scale

Python

helia_edge/layers/preprocessing/rescaling.py:30

scale: float = scale

method

augment_samples

Python

Rescale a batch of samples during training.

helia_edge/layers/preprocessing/rescaling.py:32

augment_samples(inputs) -> keras.KerasTensor

Rescale a batch of samples during training.

method

get_config

Python

Serialize the configuration.

helia_edge/layers/preprocessing/rescaling.py:37

get_config()

Serialize the configuration.

class

Rescaling2D

Python

Rescale the input samples.

helia_edge/layers/preprocessing/rescaling.py:44

Rescaling2D(scale: float, **kwargs={})

Rescale the input samples.

Base class: BaseAugmentation2D.

Inherited from BaseAugmentation: augment_masks(), augment_sample(), augment_targets(), batch_augment(), call(), get_random_transformations().

Parameters

Parameters of Rescaling2D

Name	Type	Default	Description
scale	float	Required	The scaling factor.

attribute

training_only

Python

helia_edge/layers/preprocessing/rescaling.py:46

training_only = False

attribute

scale

Python

helia_edge/layers/preprocessing/rescaling.py:56

scale: float = scale

method

augment_samples

Python

Rescale a batch of samples during training.

helia_edge/layers/preprocessing/rescaling.py:58

augment_samples(inputs) -> keras.KerasTensor

Rescale a batch of samples during training.

method

get_config

Python

Serialize the configuration.

helia_edge/layers/preprocessing/rescaling.py:63

get_config()

Serialize the configuration.