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TopicRacist artificial intelligence algorithm
MacadamianNut3
09/17/19 12:29:43 PM
#7:


specialkid8 posted...
but no one seems to say what the actual problem is

Labels don't pop out of nowhere. They're created by human annotators whether it's the developer or people hired to do it

That's all there is to that. And for computer vision problems, you can't make algorithms that are robust to skin color if the developers dont bother to reach out and gather a more diverse data set. There are black and other minority researchers making a push to stop these dumbass labels from popping up in systems by collecting their own data or modifying existing data sets but there are not that many of them out there in the first place

https://www.businessinsider.com/biases-ethics-facial-recognition-ai-mit-joy-buolamwini-2019-1
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