ImageNet was constructed to match the WordNet hierarchy, and is not representative of the distribution of images stored online. I’d guess that cat pics are10x--10Kx overrepresented.
I’d also be shocked if consumer images are even 0.1% of all data stored; there’s a huge volume of other heavier datasets out there.
ImageNet was constructed to match the WordNet hierarchy, and is not representative of the distribution of images stored online. I’d guess that cat pics are10x--10Kx overrepresented.
I’d also be shocked if consumer images are even 0.1% of all data stored; there’s a huge volume of other heavier datasets out there.