Collection of python scripts running VAE models using Keras and Tensorflow as backend
This repository is a collection of VAE-scripts for image classification and generation and text classification and generation (upcoming)
- fashion_autoencoder.py has a python script that builds a VAE model using Keras for Fashion-MNIST dataset. Following are some images that were generated by the network.
Representaion of images in test-set in two-dimensional latent space
Some reconstructed images by Decoder network
A set of original input images and corresponding reconstructed images
There are three different convolutional layers in the Encoder network, each of them activates the input image at different levels.
Similar is the case for the Decoder network.
