It should be possible to explore the visualisation through the live data input.
First step: explore if a 2D (or 3D) representation of the latent space in NN gives any meaningful representation.
We should probably use t-SNE: https://distill.pub/2016/misread-tsne/
See this https://colah.github.io/posts/2014-10-Visualizing-MNIST/
Thought: The dimensional reduction could confuse students.