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But then again, how does something like the following work? https://twitter.com/GoogleAI/status/1293970520753369088 https://twitter.com/GoogleAI/status/1293970
by KorfmannArno 6y ago
But then again, how does something like the following work?
https://twitter.com/GoogleAI/status/1293970520753369088 https://twitter.com/GoogleAI/status/1293970520753369088
Any idea how it could be fooled?
- antipaul 6y agoVia a fancy “adversarial” patch https://www.theverge.com/2019/4/23/18512472/fool-ai-surveillance-adversarial-example-yolov2-person-detection https://www.theverge.com/2019/4/23/18512472/fool-ai-surveill...
- nl 6y agoWhat do you mean by "fooled"? I'm very familiar with the BlazeFace and FaceMesh models (which are related to this in Google's MediaPipe framework). They have weaknesses - they aren't designed for running upside down for example, so if they get data that is that way oriented they will tend to fail. They aren't designed for "life" detection, so you can show printed pictures of a face and it will detected it. But they give you confidence scores etc, so if you give it something like a caricature of a face it will return reasonable confidence numbers indicating it isn't as sure of its predictions.