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In this case, ironically, it seems that an AI could incorrectly depixelate faces of suspects caught by surveillance cameras to white instead of black. Which wou
by Udik 6y ago
In this case, ironically, it seems that an AI could incorrectly depixelate faces of suspects caught by surveillance cameras to white instead of black. Which would lead to a bias against white people.
- visarga 6y agoPlease take a look at the PULSE model card here: https://thegradient.pub/content/images/2020/06/image.png https://thegradient.pub/content/images/2020/06/image.png PULSE is published as an art project, not suitable for face recognition or upscaling. It can only generate 'imaginary faces'. They didn't even train the GAN they were using, it was borrowed from another paper. They probably used StyleGAN because it was a nice high quality generator and they invented a novel way to use GANs so they needed a toy model to showcase their algo.
- Udik 6y agoAgreed. I was only pointing out that even bias is a matter of bias: if white faces had been depixelated to black faces instead of the other way around, the authors could have still been accused of a racist bias (because of the hypothetical scenario I've described above).