Training, Dev Dataset, Test, Set.
downloaded off the Internet, but your dev and test sets might comprise cat pictures from users using your app. So maybe your training set has a lot of pictures crawled off the Internet but the dev and test sets are pictures uploaded by users. Turns out a lot of webpages have very high resolution,