sine_wave

Fixed sinusoidal signal addition.

Machine-readable model

• AddSineWaveclassAdd a fixed sine wave in training and inference.

class

AddSineWave

Python

Add a fixed sine wave in training and inference.

helia_edge/layers/preprocessing/sine_wave.py:10

AddSineWave(
    sample_rate: float = 1,
    frequency: float = 100,
    amplitude: float = 0.1,
    data_format: str | None = None,
    **kwargs={},
)

Add a fixed sine wave in training and inference.

Base class: BaseAugmentation1D.

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

attribute

training_only

Python

helia_edge/layers/preprocessing/sine_wave.py:14

training_only = False

method

augment_samples

Python

helia_edge/layers/preprocessing/sine_wave.py:29

augment_samples(inputs)

method

get_config

Python

helia_edge/layers/preprocessing/sine_wave.py:37

get_config()