Data to vectors
Image autoencoders
Image autoencoders
Source code
Source code
https://github.com/hovjdev/CyprusVitalSigns/blob/main/autoencoder.py
Algorithm
Algorithm
Train an autoencoder on a set of input images
Arrange images along two principal components of the latent space
Generate new images by sampling the latent space
Image auto-encoder
Auto-encoder training data
Images sorted by their position in the latent space
Random samples of the latent space decoded
Sound auto-encoders
Sound auto-encoders
Music samples arranged in the latent space