ykworx/keras-mnist-VAE

keras-mnist-VAE

Variational AutoEncoder on the MNIST data set using the keras API

Dependencies

• keras
• tensorflow
• numpy
• scipy
• matplotlib

Results

• Distribution of labeled data

• Learned MNIST manifold (2-D latent space)

Reference

1. Auto-Encoding Variational Bayes (paper): https://arxiv.org/abs/1312.6114
2. Building Autoencoders in Keras (document): https://blog.keras.io/building-autoencoders-in-keras.html
3. hwalsuklee/tensorflow-mnist-VAE (github): https://github.com/hwalsuklee/tensorflow-mnist-VAE/