Deep_Learning 6 - SaranAkkiraju/Python_and_Deep_Learning_Programming_ICP GitHub Wiki

Objectives

  1. Add one more hidden layer to autoencoder
  2. visualize the inputand reconstructed representationof the autoencoder using Matplotlib
  3. visualize the input, noisy inputand reconstructed representation(denosed output)of the Denosing_Autoencoder using Matplotlib
  4. plot lossand accuracy using the history object

Autoencoder without Noise

Importing the libraries

C1

Creating Encoder Model C2

Accessing and Reading the dataset C3

Data Preprocessing C4

Fitting the model C5 O1

Visualization

C6 O2

Autoencoder with Noise

Importing the libraries

C7

Creating Encoder Model C8

Accessing and Reading the dataset C9

Data Preprocessing C10

Fitting the model C11 O3

Visualization

C12 O2