Date:10/05/19
The fashion industry is forever being accused of using models that have unrealistic standards of beauty — but in the future, the models themselves could be unreal, too.
All of the realistic-looking people in the video below are actually fakes — dreamed up by a pair of AI developed by researchers from Kyoto University in Japan.
The AI were first trained on real-life pictures of humans models.
From this, one AI was tasked with repeatedly trying to dream up images of replica models that its counterpart could not distinguish form the real thing.
This model-creating technology could one day be used to create fake models for use in advertisements and by the clothing and fashion industries.
The pair of AIs that drew up the fake humans in the above footage were developed by DataGrid, a start-up based at the Kyoto University in Japan.
Having previously created an AI that could generate realistic-looking facial images, the company's scientists have turned their sights on developing algorithms that can model an entire human body, and animate it.
The resulting artificial intelligence system, which is the first ever to fabricate images of full humans, dreams up every last aspect of how the fake people look.
That includes the people's clothes, hairstyles and even the very way that they stand.
These fake models were generated by a paired AI system known as a Generative Adversarial Network.
In the deep-learning system, one AI repeatedly generates images of humans, while the other works to distinguish the faked images from pictures of real-world humans.
After being trained on a large number of whole-body images of real models, the first AI is tasked with repeatedly generating and refining its fakes until its counterpart can no longer tell the difference between a computer-generated and a real image.
The system can draw up the footage in high-resolution, outputting images of 1024 by 1024 pixels in size.
The developers of this AI technology suggest that the system could find various practical applications — including to create virtual models that could be used by the advertising, clothing and fashion industries.
This is not the first time that artificial intelligence has succeeded in producing fake images that are indistinguishable from their real-life counterparts.
In February this year, technology company Nvidia revealed that they had developed an AI called StyleGAN, which can produce real-looking photos of human faces.
Examples of the head-shots StyleGAN has produced can been seen on the website thispersondoesnotexist.com.
And October 2018 saw a team from Heriot-Watt University and Google’s DeepMind present an AI, called BigGAN, which is capable of studying real images of animals and then creating its own photo-realistic fakes.
The growth in these kinds of fake-making deep learning systems has raised concerns over how else such technology might be used.
By combination AI-created fakes with real-world footage, Generative Adversarial Network have already been used to create so-called deepfake videos in which the faces of celebrities have been grafted onto the bodies of porn stars.
This approach also been used to create digitally-altered videos of political leaders, such as former US president Barack Obama and Russian president Vladimir Putin.
According to the DataGrid website, the researchers are working to further refine the whole-body-model generating AIs and increase the range of motions that the fake humans can undergo.
AI can now generate fake human bodies and faces
The fashion industry is forever being accused of using models that have unrealistic standards of beauty — but in the future, the models themselves could be unreal, too.All of the realistic-looking people in the video below are actually fakes — dreamed up by a pair of AI developed by researchers from Kyoto University in Japan.
The AI were first trained on real-life pictures of humans models.
From this, one AI was tasked with repeatedly trying to dream up images of replica models that its counterpart could not distinguish form the real thing.
This model-creating technology could one day be used to create fake models for use in advertisements and by the clothing and fashion industries.
The pair of AIs that drew up the fake humans in the above footage were developed by DataGrid, a start-up based at the Kyoto University in Japan.
Having previously created an AI that could generate realistic-looking facial images, the company's scientists have turned their sights on developing algorithms that can model an entire human body, and animate it.
The resulting artificial intelligence system, which is the first ever to fabricate images of full humans, dreams up every last aspect of how the fake people look.
That includes the people's clothes, hairstyles and even the very way that they stand.
These fake models were generated by a paired AI system known as a Generative Adversarial Network.
In the deep-learning system, one AI repeatedly generates images of humans, while the other works to distinguish the faked images from pictures of real-world humans.
After being trained on a large number of whole-body images of real models, the first AI is tasked with repeatedly generating and refining its fakes until its counterpart can no longer tell the difference between a computer-generated and a real image.
The system can draw up the footage in high-resolution, outputting images of 1024 by 1024 pixels in size.
The developers of this AI technology suggest that the system could find various practical applications — including to create virtual models that could be used by the advertising, clothing and fashion industries.
This is not the first time that artificial intelligence has succeeded in producing fake images that are indistinguishable from their real-life counterparts.
In February this year, technology company Nvidia revealed that they had developed an AI called StyleGAN, which can produce real-looking photos of human faces.
Examples of the head-shots StyleGAN has produced can been seen on the website thispersondoesnotexist.com.
And October 2018 saw a team from Heriot-Watt University and Google’s DeepMind present an AI, called BigGAN, which is capable of studying real images of animals and then creating its own photo-realistic fakes.
The growth in these kinds of fake-making deep learning systems has raised concerns over how else such technology might be used.
By combination AI-created fakes with real-world footage, Generative Adversarial Network have already been used to create so-called deepfake videos in which the faces of celebrities have been grafted onto the bodies of porn stars.
This approach also been used to create digitally-altered videos of political leaders, such as former US president Barack Obama and Russian president Vladimir Putin.
According to the DataGrid website, the researchers are working to further refine the whole-body-model generating AIs and increase the range of motions that the fake humans can undergo.
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