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The distinction that makes ai compression creepy is that it can use prior knowledge of what a face is. Traditional compression has no high level knowledge of w
by mrfredward 6y ago
The distinction that makes ai compression creepy is that it can use prior knowledge of what a face is.
Traditional compression has no high level knowledge of what a video call looks like, the algorithms are about patterns in how pixels change in time and space, so the artifacts from the algorithm are pixel-based effects (blockiness, blurriness, etc).
A neural net that has been trained on a million faces and is setup to draw a face may draw a perfectly clear image of a face on low bandwidth...but when it doesn't have bandwidth to be accurate, it doesn't blur things, it fills in details learned from looking at strangers who aren't on the call.
- Traster 6y agoYou're sitting at your computer, you're watching your colleagues are discussing something in detail, slowly you start to notice - your two black colleagues are starting to literally look the same. That's weird, are you slowly getting more racist? oh right, your bandwith dropped and your AI upscaler has decided to upscale all your black colleagues up to some stereotype it got trained with. I'm afraid I suspect this isn't that far fetched.