CNN with large amount of categories

[ste (Stefano Giomo)]

Did you considered using a siamese network approach?
Should be useful in a situation like this, with few samples per class.

For reference, take a look at great @radek starter pack:

Share your work here

I created another starter pack This time it is for the Kaggle Humpback Whale Identification Competition. I like it way more than the previous one. Also, the competition is a lot of fun - many things could be attempted that can be a good learning experience and that can lead to a better score. The competition just launched and there are still over two months and a half to go! Here are a couple of images from the training set: [DuSbWVDXgAEcQG3] Here is the Kaggle thread and a Twi…