Automatic Novelty Detection in LEGO Ducks
Sebastian Deterding, Marc Malmdorf Andersen, Andreas Lieberoth, James Alfred Walker, Sam Devlin, Mark Ferguson, Daniel Kudenko⋆ · 2020
Training a Spatiotemporal DeepInfomax Variational Autoencoder (STDIM-VAE) on a digital photo pool of LEGO ducks to generate novelty scores for each duck and a phenotypical landscape of clusters of similar ducks