Fine tuning ResNet50 on MTG Card Art

I built a classifier that predicts a Magic card’s mana color from its art. I used ResNet50 and fine tuned it on a dataset I created from the Scryfall API.

I ran the model on some classic works of art and got some interesting results:

Read more at the notebook I created. You can also find the dataset I made on kaggle and associated source code on sourcehut.