[t_von_doom]

Slightly different implementation of your second option: Remove the logos in the dataset and train on this brand agnostic library

[t_von_doom]

EDIT: To clarify - don't remove the entire image of a sneaker, just impute away the logo filling in the space with the 'context fill' algorithm found in photo editing tools