Autoencoder-Implementations

This repository contains various Autoencoders implemented using TensorFlow

View the Project on GitHub piyush2896/Autoencoder-Implementations

Autoencoder

An autoencoder is a combination of two sub-netowrks - encoder and decoder. As the name suggests and encoder encodes the input information and the decoder decodes the encodings into the information that was feeded into the encoder.

Dataset

Dataset used is MNIST

MNIST dataset
MNIST Dataset

Output

MNIST Generated
Decoder Output