have already taken the image and you've transformed it into a feature representation which is also a vector right you have the features of the image right here now as you transform this vector this object query queue you have the opportunity to look at the image features right and that's how do you get the image information in there so the image features will come in here transform that through attention so this is an attention mechanism on the image and then what you will output is a bounding box and a little class label it's really