old: Currently I am optimizing the model for a better training time and validation accuracy ~ 1 day and 50%.
edit v1: The training set is too large (93k memes) so I decided to train on a fewer datasset ~ 4500 i.e. about 5% of the dataset.
I was not dissapointed.
Here is a sample meme: