Скачать или смотреть StyleGAN Cereal Boxes - Generative Animation using Lucid Sonic Dreams

Colab Notebook link: https://colab.research.google.com/dri...

This was done using a custom mp3 and a custom PKL file trained using styleGAN2-ada on around 700 images of american cereal boxes from the 1960s-current day, with most of the duplicates removed to avoid extra bias.

The training collapsed pretty quickly, probably due to the low number of images along with the wide variety of traits, especially text. You can see certain "mascot" patterns repeating and in some places the very common circular/torus shapes objects (like cheerios, fruit loops, etc) starts to apply to lettering as well.

StyleGAN has a particularly difficult time with letters but despite that the results here are easy to identify so overall successful.