we're going to train on for this step so training pairs we're just going to take the horse image augment it a little bit and then train our model so the model becomes a little bit better at or at recognizing horses fine nothing has you know nothing has changed significantly same labeled set there's still you know the model is still not confident enough to say that any other images an image of a horse so we just go and generate another augmentation and we keep on training but at a point the model will become confident enough about