CariGAN: His graduate student Stanford, Kaidi Cao, will join fellow AI researchers Jing Liao, from the City University of Hong Kong, and Microsoft's Lu Yuan in SIGGRAPH Asia To be held at Tokio in December, to present an incredible neuron network who draws caricatures.
This particular AI actually consists of two genetically adversarial networks (GAN), and is called CariGAN. The first of its neural networks, CariGeoGAN, determines the geometry of a person in a photo and renders it as a caricature. CariStyGAN, the other half of CariGAN, does the "metaphor of style" or applies the artistic look to the design.
To enrich CariGAN with the ability to turn a boring photo into a very enjoyable design, the system was trained in thousands of human-generated images.
To determine the effectiveness of the machine, the researchers conducted two studies. The first was to ensure that the AI caricatures retained the identity of the portrait. and the second study to determine the overall effectiveness of the "design" compared to human parts.
Both surveys seem to have been quite successful:
CariGANs AI can also analyze the frames from one video and create caricatures. The images below are created from the frames of a video of President Trump speaking.
Images from TNW
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