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GTC ON-DEMAND

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Abstract:

Recently deep learning has revolutionized computer vision and other recognition problems. Everyday applications using such techniques are now commonplace with more advanced tasks being automated at a growing rate. During 2016, "image synthesis" techniques started to appear that used deep neural networks to apply style transfer algorithms for image restoration. We'll review some of these techniques and demonstrate their application in image magnification to enable "super resolution" tools. We'll also discuss recent discoveries by NVIDIA Research that uses approaches based on AI, machine learning, and deep learning to greatly improve the process of creating game-ready materials. Using these novel techniques, artists can use standard DSLR, or even cell-phone cameras, to create full, renderable materials in minutes. We'll conclude by showing how developers can integrate these methods into their existing art pipelines.

Recently deep learning has revolutionized computer vision and other recognition problems. Everyday applications using such techniques are now commonplace with more advanced tasks being automated at a growing rate. During 2016, "image synthesis" techniques started to appear that used deep neural networks to apply style transfer algorithms for image restoration. We'll review some of these techniques and demonstrate their application in image magnification to enable "super resolution" tools. We'll also discuss recent discoveries by NVIDIA Research that uses approaches based on AI, machine learning, and deep learning to greatly improve the process of creating game-ready materials. Using these novel techniques, artists can use standard DSLR, or even cell-phone cameras, to create full, renderable materials in minutes. We'll conclude by showing how developers can integrate these methods into their existing art pipelines.

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Topics:
Gaming and AI, Artificial Intelligence and Deep Learning, Media and Entertainment
Type:
Talk
Event:
GTC Silicon Valley
Year:
2017
Session ID:
S7602
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Abstract:

Android continues its meteoric rise as the world's dominate mobile operating system. Every day developers large and small discover new ways to delight users but getting noticed is increasingly difficult. The latest NVIDIA® Tegra® K1 processors provide developers with a host of new features to differentiate their titles and get them flying above the rest of the crowd. During this session discover the new CPU, GPU, and multimedia features the latest Tegra processors offer and learn how to use them to enhance and extend your applications. As an example of the type of differentiation the Tegra K1 makes possible, Allegorithmic and RUST Ltd will provide a hands-on demo of physically based shading (PBR), dynamic texturing and high resolution GPU based particle throwing using the latest Allegorithmic Substance texturing pipeline.

Android continues its meteoric rise as the world's dominate mobile operating system. Every day developers large and small discover new ways to delight users but getting noticed is increasingly difficult. The latest NVIDIA® Tegra® K1 processors provide developers with a host of new features to differentiate their titles and get them flying above the rest of the crowd. During this session discover the new CPU, GPU, and multimedia features the latest Tegra processors offer and learn how to use them to enhance and extend your applications. As an example of the type of differentiation the Tegra K1 makes possible, Allegorithmic and RUST Ltd will provide a hands-on demo of physically based shading (PBR), dynamic texturing and high resolution GPU based particle throwing using the latest Allegorithmic Substance texturing pipeline.

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Topics:
Mobile Summit, Gaming and AI, Mobile Applications
Type:
Tutorial
Event:
GTC Silicon Valley
Year:
2014
Session ID:
S4877
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Abstract:
Android continues its meteoric rise as the world's dominate mobile operating system. Every day developers large and small discover new ways to delight users but getting noticed is increasingly difficult. The latest NVIDIA Tegra K1 processors provide developers with a host of new features to differentiate their titles and get them flying above the rest of the crowd.
Android continues its meteoric rise as the world's dominate mobile operating system. Every day developers large and small discover new ways to delight users but getting noticed is increasingly difficult. The latest NVIDIA Tegra K1 processors provide developers with a host of new features to differentiate their titles and get them flying above the rest of the crowd.   Back
 
Topics:
Mobile Summit, Gaming and AI, Mobile Applications
Type:
Talk
Event:
GTC Silicon Valley
Year:
2014
Session ID:
S4878
Streaming:
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Abstract:

The NVIDIA Tegra processor continues to blaze a path at the cutting edge of mobile processor technology. During this session discover the new CPU, GPU, and multimedia features the latest Tegra processors offer and learn how NVIDIA provides technical support for the development of cutting edge mobile applications and games. The speaker will also introduce NVIDIA SHIELD: a new open gaming device that integrates Tegra 4 into a highly innovative mobile game controller design. Learn some background about SHEILD's creation and also explore new opportunities for the convergence of computer games, TV and movies, that SHIELD and upcoming mobile devices provide to the entertainment industry.

The NVIDIA Tegra processor continues to blaze a path at the cutting edge of mobile processor technology. During this session discover the new CPU, GPU, and multimedia features the latest Tegra processors offer and learn how NVIDIA provides technical support for the development of cutting edge mobile applications and games. The speaker will also introduce NVIDIA SHIELD: a new open gaming device that integrates Tegra 4 into a highly innovative mobile game controller design. Learn some background about SHEILD's creation and also explore new opportunities for the convergence of computer games, TV and movies, that SHIELD and upcoming mobile devices provide to the entertainment industry.

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Topics:
Mobile Applications, Gaming and AI
Type:
Talk
Event:
SIGGRAPH
Year:
2013
Session ID:
SG3109
Streaming:
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Abstract:

The NVIDIA Tegra processor has been at the cutting edge of mobile processor technology since its inception. During this session discover the new CPU, GPU, and multimedia features the Tegra 4 offers and learn how NVIDIA provides technical support for the development of cutting edge mobile application and games. The speakers will also introduce Project SHIELD, NVIDIA's new open gaming device. Project SHIELD integrates Tegra 4 into a highly innovative mobile game controller design to bring Android and PC games to the big screen. Learn some background about Project SHEILD's creation, its unique Android customizations, and the hot tips and tricks when targeting Project SHIELD with your games.

The NVIDIA Tegra processor has been at the cutting edge of mobile processor technology since its inception. During this session discover the new CPU, GPU, and multimedia features the Tegra 4 offers and learn how NVIDIA provides technical support for the development of cutting edge mobile application and games. The speakers will also introduce Project SHIELD, NVIDIA's new open gaming device. Project SHIELD integrates Tegra 4 into a highly innovative mobile game controller design to bring Android and PC games to the big screen. Learn some background about Project SHEILD's creation, its unique Android customizations, and the hot tips and tricks when targeting Project SHIELD with your games.

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Topics:
Mobile Summit, Gaming and AI
Type:
Talk
Event:
GTC Silicon Valley
Year:
2013
Session ID:
S3550
Streaming:
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