over time so if you just use raw pixels and do linear classification you get thirty seven percent accuracy I just realized we've switched from error to accuracy hopefully it will be clear from context of the same accuracy now we have 97.1% in 2017 and 2019 what is it lou big-nose these numbers ninety-nine point what nine point zero so we got you know there's still time to write more iclear papers everybody we've got ten more ten more ticks so this is like our deep revolution here all right this is the deep revolution happened in