But GANs have improved significantly, to the extent where the technology can generate fairly convincing human faces:"While these generative adversarial networks can be really good, and they learn from their own 'mistakes' so they get better over time, there are certain contextual things they cannot understand," said Agnes Venema, a Marie Curie research fellow, working on a project at the Romanian National Intelligence Academy and at the Department of Information Policy and...
The irises get close to being realistic, but often bleed or blur in a way that isn't natural. In the case of the faked image of Martin Aspen, there's a second pupil in one iris, which is only visible when you zoom in and analyze the image in detail.Computers don't have ears, and so when confronted with the curious mix of cartilage, bone and skin, they struggle to understand what's going on anatomically.
GANs often also struggle with shadows, which the image of the fake intelligence analyst also had issues with. There's an odd element by Aspen's left temple where thinning grey hair casts dark brown shadows that it shouldn't.
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