Here’s a fun website that will both entertain and frighten you to no end: It’s called ImageNet Roulette, and it’s an AI image classifier that will tell you what kind of thing you are. And yes, “thing” is vague, but go ahead and pop an image of yourself into this classifier and you’ll get anything from biographer to skinhead to beard to lassie. Beware though, figuring out who is what can be quite addictive.
ImageNet is one of the most significant training sets in the history of AI. A major achievement. The labels come from WordNet, the images were scraped from search engines. The ‘Person’ category was rarely used or talked about. But it’s strange, fascinating, and often offensive.
— Kate Crawford (@katecrawford) September 16, 2019
Despite its name, ImageNet Roulette—which comes via J.D. Schnepf on Twitter—does not allow you to exchange any of your classified images with random people online. In fact, it’s not even necessarily supposed to be an effective tool for classifying things; it’s part of an art exhibit taking place in Italy that’s been dubbed
— Fondazione Prada (@FondazionePrada) September 17, 2019
Oh wow, if you don’t like the first result you get, try uploading a higher-resolution version of the same photo. pic.twitter.com/ILYPCXgorv
— Scott Enderle (@scottenderle) September 16, 2019
This means that ImageNet Roulette isn’t only supposed to give you and your friends a gimmicky laugh, but also reveal how trained neural nets can profoundly misclassify people. This could be damaging beyond imagination when one thinks about how companies and governments could deploy these classifiers to decide who gets hired, who deserves a loan, and who belongs in jail. Or the classifiers—which are already obviously in use in different capacities—could provide totally new truthful insights into ourselves. Or both. We’ll have to wait and see what the neural nets “see.”
What do you think of ImageNet Roulette? Classify your opinions in the comments below!