AutoEncoder

class deepinv.models.AutoEncoder(dim_input, dim_mid=1000, dim_hid=32, residual=True)

Bases: Denoiser

Simple fully connected autoencoder network.

Simple architecture that can be used for debugging or fast prototyping.

Parameters:

• dim_input (int) – total number of elements (pixels) of the input.

• dim_hid (int) – number of features in intermediate layer.

• dim_hid – latent space dimension.

• residual (int) – use a residual connection between input and output.