RandomNoise

class deepinv.transform.RandomNoise(*args, noise_type='gaussian', sigma=0.1, **kwargs)

Bases: Transform

Random noise transform.

For now, only Gaussian noise is supported. Override this class and replace the sigma parameter for other noise models.

This transform is reproducible: for given param dict noise_model, the transform is deterministic.

Note the inverse transform is not well-defined for this transform.

Parameters:

• noise_type (str) – noise distribution, currently only supports Gaussian noise.

• sigma (int, tuple[int, int]) – noise parameter or range to pick randomly.