ImageNet Roulette is a provocation designed to help us see into the ways that humans are classified in machine learning systems. It uses a neural network trained on the “Person” categories from the ImageNet dataset which has over 2,500 labels used to classify images of people.
Warning: ImageNet Roulette regularly returns racist, misogynistic and cruel results.
That is because of the underlying data set it is drawing on, which is ImageNet's 'Person' categories. ImageNet is one of the most influential training sets in AI. This is a tool designed to show some of the underlying problems with how AI is classifying people.I am 100% behind ImageNet Roulette because I have long agreed that deep learning AI as it exists today is, to all intents and purposes, a technique for amplifying and embedding prejudice.
UPDATE: IMAGENET ROULETTE HAS ACHIEVED ITS GOALS
Starting Friday, September 27th this application will no longer be available online.
I say this despite its accurate estimation of me when I tied it in to my webcam as:
person, individual, someone, somebody, mortal, soul > creator > artist, creative person > musician > composer > songwriter, songster, ballad maker
One the money I am sure you will agree. You have until Friday to try it out for yourself.