ugh, this is pretty clearly a CAPTCHA being used to tune a machine learning algorithm. these are definitely ML-generated pictures and I imagine what's going on is they are adding some noise to a query for "cake" and then asking me to tag the cake-looking stuff.
BUT! It means that it doesn't actually matter what I select. I picked a random assortment of stuff and it let me through just fine. Take THAT, training model!! :AngelDevil:
@darius Data poisoning in action. @nickmvincent
@darius Yeah, with hCaptcha, the secret is that the users are still the product, you're just using a different middleman. From their website: "When you use hCaptcha, companies bid on the work your users do as they prove their humanity. You get the rewards." Google mostly uses street view stuff in their captchas, but hCaptcha literally sells a data labelling service in which your users are the employees.
@darius That's a terrible training set anyway. They're looking for cake, but there isn't a single picture of Omni-man in there!