many more feature channels but still kind of information where in the image those features are and this is going to be important in a second because now this thing which is this set of image features goes into a transformer encoder decoder and this is sort of the magic thing here as as a component we'll look into that in this in a second but we'll take it out right here is this set of box predictions so outcomes each of these boxes here is going to be consisting of a tuple and the tuple is going to be the class and the bounding