going to be your Y hat right and this is what they call a pseudo label sorry you'll see why it is called a pseudo label so the other pipeline here is the strong augmentation pipeline now in weak augmentation we just wanted to get somewhere training it in strong augmentation now the goal is to really screw up that picture to the point where it's still you know you could recognize it in the same class but you can see here the augmentations they go wild so you play around with the color with the hue you play around with the light