AutoEncoder-MNIST-Digits

Autoencoder to generate encode MNIST digits into a latent space

You can generate a gif by interpolating between the average latent vectors for each label in dataset.

Below is an example of interploation in 10-D latent space form digits 0 to 9

2-D Latent Space

Original vs. Reconstructed(Alternate Columns)	2D Latent Space

3-D Latent Space

Original vs. Reconstructed(Alternate Columns)	3D Latent Space

10-D Latent Space

Better representation of each digit