Programming Tensor Cores in CUDA 9

Artificial Intelligence, CUDA, cuDNN, Machine Learning & Artificial Intelligence, Tesla

Nadeem Mohammad, posted Oct 17 2017

A defining feature of the new Volta GPU Architecture is its Tensor Cores, which give the Tesla V100 accelerator a peak throughput 12 times the 32-bit floating point throughput of the previous-generation Tesla P100.

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Mixed-Precision Training of Deep Neural Networks

Artificial Intelligence, Machine Learning & Artificial Intelligence, Tesla

Nadeem Mohammad, posted Oct 12 2017

Deep Neural Networks (DNNs) have lead to breakthroughs in a number of areas, including image processing and understanding, language modeling, language translation, speech processing, game playing, and many others.

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Training AI for Self-Driving Vehicles: The Challenge of Scale

Artificial Intelligence, Autonomous Vehicles, Automotive, Machine Learning & Artificial Intelligence, Tesla

Nadeem Mohammad, posted Oct 10 2017

Modern deep neural networks, such as those used in self-driving vehicles, require a mind boggling amount of computational power.

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Style Transfer From Multiple Reference Images

Artificial Intelligence, CUDA, Higher Education/Academia, Image Recognition, Machine Learning & Artificial Intelligence, Media & Entertainment, Tesla

Nadeem Mohammad, posted Oct 04 2017

Researchers from Microsoft and Hong Kong University of Science and Technology developed a deep learning method that can transfer the style and color from multiple reference images onto another photograph.

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Webinar: Build Your Next Deep Learning Application for NVIDIA Jetson in MATLAB

Artificial Intelligence, Robotics, CUDA, cuDNN, Image Recognition, Jetson, Machine Learning & Artificial Intelligence

Nadeem Mohammad, posted Oct 02 2017

Learn how you can use MATLAB to build your computer vision and deep learning applications and deploy them on NVIDIA Jetson.

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AI Helps You Paint Like Van Gogh

Artificial Intelligence, Features, Image Recognition, Machine Learning & Artificial Intelligence, Media & Entertainment, Tesla

Nadeem Mohammad, posted Sep 27 2017

Product design and development firm Cambridge Consultants developed a deep learning-based system that turns human sketches into paintings that resemble Van Gogh, Cézanne and Picasso.

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3D Real-Time Video Hair Coloration

Artificial Intelligence, Features, cuDNN, GeForce, Image Recognition, Machine Learning & Artificial Intelligence, Media & Entertainment

Nadeem Mohammad, posted Sep 22 2017

Augmented Reality technology startup ModiFace unveiled their deep learning-based live video hair tracking and hair color simulation that is ideal for the beauty industry.

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Turn Your Selfies Into 3D Models

Artificial Intelligence, Features, cuDNN, GeForce, Higher Education/Academia, Image Recognition, Machine Learning & Artificial Intelligence, Media & Entertainment

Nadeem Mohammad, posted Sep 19 2017

Researchers from The University of Nottingham and Kingston University developed a deep learning-based method that automatically converts two-dimensional images of faces into 3D.

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AI Drones Help Inspect Industrial Equipment

Artificial Intelligence, Features, Robotics, Smart Cities, Architecture/Engineering/Construction, Energy/Oil & Gas, Image Recognition, Machine Learning & Artificial Intelligence, Manufacturing, Tesla

Nadeem Mohammad, posted Sep 13 2017

Avita Systems, a GE Venture, turned to NVIDIA DGX Systems to enable advanced robotic inspection and automated defect recognition services across the oil and gas, transportation, and energy industries.

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Gradient Boosting, Decision Trees and XGBoost with CUDA

Artificial Intelligence, Features, CUDA, Machine Learning & Artificial Intelligence

Nadeem Mohammad, posted Sep 12 2017

Gradient boosting is a powerful machine learning algorithm used to achieve state-of-the-art accuracy on a variety of tasks such as regression, classification and ranking.

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