Latent Space Exploration
Progress:
Original
Reconstruction

X: 1.4

Y: 1.7

Select 2 points to interpolate between them.

Settings

Model:
CVAE - MNIST CVAE - Fashion
Latent Dimension:
2 10 50
Dimensionality Reduction:
UMAP t-SNE
Samples
Original Images
Recreated Images
Tensorflow.js

This website runs the CVAEs using Tensorflow.js.

Tensorflow.js can run specific types of Python Tensorflow models after they are converted (info).

Attribution

CVAEs created by altering a Seedbank notebook (link). Used under Apache License v2.0

UMAP-js library used to perform UMAP (link). Used under Apache License v2.0.

tSNE-js library used to perform t-SNE (link). Used under Apache License v2.0.

Datasets used are MNIST and Fashion MNIST.

Website made with Bootstrap and D3.