representation which is curated by sequels of column filters then we're going to apply a spatial softmax meaning we're going to look for each of these 16 filters where each filter is most active through a spatial softmax and output the corresponding coordinates those coordinates should allow us to reconstruct the original image because they captured essence they recorded to the objects in the scene if you know the courts of the objects we've seen at least as the home you can reconstruct the scene and then once we have learned