lfxai.models.pretext module

class Identity

Bases: InputPerturbation, ABC

Identity operator for autoencoders

_abc_impl = <_abc_data object>

class InputPerturbation

Bases: ABC

_abc_impl = <_abc_data object>

class Mask(mask_proportion: float = 0.2, baseline: float = 0)

Bases: InputPerturbation, ABC

Random binary mask for inpainting autoencoders

_abc_impl = <_abc_data object>

class RandomNoise(noise_level: float = 0.3)

Bases: InputPerturbation, ABC

Gaussian noise perturbation for denoising autoencoders

_abc_impl = <_abc_data object>