Everybody seems to be focusing if the image recognition is racist or biased. I think there is a much more fundamental problem. The image classification does not

Everybody seems to be focusing if the image recognition is racist or biased. I think there is a much more fundamental problem. The image classification does not work for a lot of images of people! For example Search for images on scuba diver https://upload.wikimedia.org/wikipedia/commons/9/94/Buzo.jpg https://upload.wikimedia.org/wikipedia/commons/9/94/Buzo.jpg is labeled choreographer https://dtmag.com/wp-content/uploads/2015/03/scuba-diver-1050x700.jpg https://dtmag.com/wp-content/uploads/2015/03/scuba-diver-105... is labeled picador (the horseman who pricks the bull with a lance early in the bullfight to goad the bull and to make it keep its head low) How about search for images of dancer https://eugeneballet.org/wp-content/uploads/2018/10/Alessandro_CF004500.jpg https://eugeneballet.org/wp-content/uploads/2018/10/Alessand... is a nonsmoker https://www.ballet.org.uk/wp-content/uploads/2017/09/ENB_Emerging-Dancer_Final-Composite_mobile-544x780.jpg https://www.ballet.org.uk/wp-content/uploads/2017/09/ENB_Eme... is speedskater https://www.ballet.org.uk/wp-content/uploads/2018/10/WEB-ENB-ED2019-2500x1514.jpg https://www.ballet.org.uk/wp-content/uploads/2018/10/WEB-ENB... is plyer https://rachelneville.com/wp-content/uploads/2018/11/10.14.18.SamanthaSchaubach-0416.jpg https://rachelneville.com/wp-content/uploads/2018/11/10.14.1... is a mediatrix (a woman who is a mediator) How about images of lumberjack https://alaskashoreexcursions.com/media/ecom/prodxl/Lumberjack-swinging-axe.jpg https://alaskashoreexcursions.com/media/ecom/prodxl/Lumberja... is a skinhead https://static.tvtropes.org/pmwiki/pub/images/lumberjack_5919.jpg https://static.tvtropes.org/pmwiki/pub/images/lumberjack_591... beard: a person who diverts suspicion from someone (especially a woman who accompanies a male homosexual in order to conceal his homosexuality) http://cdn.shopify.com/s/files/1/0234/5963/products/I4A0032-Edit.jpg?v=1541448378 http://cdn.shopify.com/s/files/1/0234/5963/products/I4A0032-... is a flight attendant https://previews.123rf.com/images/rasstock/rasstock1411/rasstock141100008/34058828-stylish-young-man-posing-like-lumberjack.jpg https://previews.123rf.com/images/rasstock/rasstock1411/rass... is an asserter, declarer, affirmer, asseverator, avower: someone who claims to speak the truth How about teacher https://media.edutopia.org/styles/responsive_2880px_16x9/s3/masters/d7_images/cover_media/alber-169hero-thelook-shutterstock_0.jpg https://media.edutopia.org/styles/responsive_2880px_16x9/s3/... is a shot putter: an athlete who competes in the shot put https://c0.dq1.me/uploads/article/54231/student-classroom-teacher-2.jpg https://c0.dq1.me/uploads/article/54231/student-classroom-te... The kid is a non smoker and the teacher is psycholinguist: a person (usually a psychologist but sometimes a linguist) who studies the psychological basis of human language https://media.gannett-cdn.com/29906170001/29906170001_5780351010001_5780346124001-vs.jpg https://media.gannett-cdn.com/29906170001/29906170001_578035... is girl, miss, missy, young lady, young woman, fille: a young woman https://media.self.com/photos/5aa9743e19b7c01d73149d50/4:3/w_728,c_limit/how-teachers-dont-get-sick.jpg https://media.self.com/photos/5aa9743e19b7c01d73149d50/4:3/w... (almost the same picture as the prveious one ) is now a sociologist! How about search for pilot images https://news.delta.com/sites/default/files/Propel%20Embedded%20Image%282%291.jpg https://news.delta.com/sites/default/files/Propel%20Embedded... is a parrot: a copycat who does not understand the words or acts being imitated https://pilotpatrick.com/wp-content/uploads/2017/10/workday_titel.jpg https://pilotpatrick.com/wp-content/uploads/2017/10/workday_... is a beekeeper, apiarist, apiculturist: a farmer who keeps bees for their honey !!! https://imagesvc.meredithcorp.io/v3/mm/image?url=https%3A%2F%2Fcdn-image.travelandleisure.com%2Fsites%2Fdefault%2Ffiles%2Fstyles%2F1600x1000%2Fpublic%2F1544737836%2Fpilot-training-BECOMEFLY1218.jpg%3Fitok%3D6BNCSj99&w=400&c=sc&poi=face&q=85 https://imagesvc.meredithcorp.io/v3/mm/image?url=https%3A%2F... is a boatbuilder !! And some random one https://media.spiked-online.com/website/images/2019/08/06154453/scarlett-johansson-800x480.jpg https://media.spiked-online.com/website/images/2019/08/06154... is a "Sister/nun" https://www.english-heritage.org.uk/siteassets/home/visit/ingenious/roman/header.jpg?w=1440&h=612&mode=crop&scale=both&quality=60&anchor=NoFocus&WebsiteVersion=20190909 https://www.english-heritage.org.uk/siteassets/home/visit/in... deacon, Protestant deacon: a Protestant layman who assists the minister https://minervasowls.org/wp-content/uploads/2018/04/Romans-Minerva-Ono-sideways-2-e1524937719320.jpg https://minervasowls.org/wp-content/uploads/2018/04/Romans-M... are identified as morris dancer