Inferencing Images 100x Faster with GPUs and TensorRT

Research, Higher Education/Academia, Image Recognition, Machine Learning & Artificial Intelligence, Robotics, TensorRT, Tesla

Nadeem Mohammad, posted Jul 25 2017

At this week’s Computer Vision and Pattern Recognition conference, NVIDIA demonstrated how one Tesla V100 running NVIDIA TensorRT can perform a common inferencing task 100X faster than a system without GPUs.

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NVIDIA Releases Latest JetPack 3.1 SDK with TensorRT 2.1 for AI at the Edge

News, CUDA, cuDNN, Jetson, Machine Learning & Artificial Intelligence, Robotics

Nadeem Mohammad, posted Jul 24 2017

NVIDIA released JetPack 3.1, the production software release for the Jetson TX1/TX2 platforms for AI at the edge. JetPack 3.1 doubles the deep learning inference performance for low latency applications for batch size 1.

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Robot Uses Deep Learning to Grasp Awkward and Unusual Objects

Research, cuDNN, GeForce, Higher Education / Academia, Image Processing, Machine Learning & Artificial Intelligence, Robotics

Nadeem Mohammad, posted May 24 2017

Researchers from University of California, Berkeley and Siemens designed a robot that learns how to grip new objects just by studying a database of 3D shapes.

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Artificial Intelligence and Drones Help Combat Poaching in Africa

News, Research, cuDNN, Image Processing, Machine Learning & Artificial Intelligence, Robotics, Tesla, Video Processing, Workstation

Nadeem Mohammad, posted May 23 2017

Boston-based AI startup Neurala has partnered with the Lindbergh Foundation in an effort to combat poaching in Africa using intelligent drones and deep learning.

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AI Painting Robot

News, Research, cuDNN, GeForce, Image Recognition, Machine Learning & Artificial Intelligence, Robotics

Nadeem Mohammad, posted May 17 2017

Virginia-based artist Pindar Van Arman and his two kids built a deep learning painting robot that makes all artistic decisions without human intervention.

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NVIDIA Jetson TX2: The New Gold Standard for AI at the Edge

Features, News, CUDA, cuDNN, Higher Education / Academia, Image Recognition, Jetson, Machine Learning & Artificial Intelligence, Robotics

Nadeem Mohammad, posted Mar 07 2017

The newest member of the Jetson family — Jetson TX2 — offers a comprehensive solution to challenges faced by developers looking to push the boundaries of AI at the edge.

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AI Technology Helps Drones Sense and Avoid Obstacles

News, Cloud, Image Recognition, Jetson, Machine Learning & Artificial Intelligence, Robotics

Nadeem Mohammad, posted Jan 25 2017

Irish Automation, a Vancouver-based startup, raised $1.5M to bring their technology to industrial-type drones.

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Developing an Autonomous Bot is a Walk in the Park

Events, Features, Automotive, DIGITS, Embedded, Higher Education / Academia, Image Recognition, Jetson, Machine Learning & Artificial Intelligence, Robotics

Nadeem Mohammad, posted Nov 22 2016

Each November for the last decade, Tsukuba City in Japan has run a 2,000-meter race unlike just about any other in the world.

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Autonomous Drone Hunts Down Rogue Drones From the Sky

Features, News, CUDA, Defense, GeForce, Image Recognition, Jetson, Machine Learning & Artificial Intelligence, Robotics

Nadeem Mohammad, posted Oct 18 2016

Once it classifies the object, the Jetson-powered Airspace drone fires a tethered net to capture the other craft from the sky and safely returns it to its landing pad.

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Deep Learning and ROS Collide to Bring New Levels of Autonomy to Robots

Events, Embedded, Higher Education / Academia, Image Recognition, Jetson, Machine Learning & Artificial Intelligence, Robotics

Nadeem Mohammad, posted Oct 17 2016

The NVIDIA Jetson team was in Seoul, Korea last week at ROSCon. More than 450 attendees from across the globe trekked to the conference to learn and network with the ROS (Robot Operating System) community.

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