CariGAN: The graduate college student of Stanford, Kaidi Cao, will join fellow AI researchers Jing Liao of the City University of Hong Kong and Lu Yuan of Microsoft in SIGGRAPH Asia to be held in Tokyo in December, to present an incredible neural network that caricatures design.
This particular AI actually consists of two generative adversarial networks networks or GAN), and is called CariGAN. The first of its neural networks, CariGeoGAN, determines the geometry of a face in one photo και το αποδίδει σαν καρικατούρα. Το CariStyGAN, το άλλο μισό του CariGAN, κάνει τη “μεταφορά του στυλ” ή εφαρμόζει την καλλιτεχνική appearance in the plan.
To enrich CariGAN with the ability to turn a boring photo into a very pleasing design, the system trained on thousands of human-made 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 frames from a video and create caricatures. The following images are created by the frames of a video that President Trump talks about.
Images from TNW
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