also you can augment them as well so now we have a bunch of things in our embedding space and our objective is going simply going to be again we want to push away all the images that not of the same class as our original as our red original image which is called the anchor so all of this needs to be pushed away but now we want to pull together all the Augmented versions of the original image but also we want to pull together all of the other images of the same class including also their augmented version so all of this is