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Deep Learning Economies of Scale: How Real-World Computer Vision is Changing

The rapid expansion of computer-vision-based systems and applications is enabled by many factors. This article ...

Industry Analysis - Brian Dipert - 2019-10-23 06:51 - 0 comments - 0 attachments

DRIVE Labs: How We’re Building Path Perception for Autonomous Vehicles

Detailing the building blocks of autonomous driving, new NVIDIA DRIVE Labs video series provides an inside look at DRIVE software. ...

Industry Analysis - Brian Dipert - 2019-10-22 05:43 - 0 comments - 0 attachments

Tesla Raises the Bar for Self-Driving Carmakers

In unveiling the specs of his new self-driving car computer, Elon Musk made several things very clear to the world. ...

Industry Analysis - Brian Dipert - 2019-10-22 05:39 - 0 comments - 0 attachments

Computer Vision-based Tracking Approaches

Tracking: To follow a uniquely identified region of interest in a sequence of images. This blog post was origi ...

Industry Analysis - Brian Dipert - 2019-10-22 05:39 - 0 comments - 0 attachments

Book Review: Data Science and Visual Computing

A book, according to Jon Peddie, that everyone interested in big data and visualization should read. This blog ...

Industry Analysis - Brian Dipert - 2019-10-11 10:23 - 0 comments - 0 attachments

Machine Learning Acceleration in Vulkan with Cooperative Matrices

NVIDIA aims to bring machine learning to Vulkan programmers though the Cooperative Matrix vendor extension. Th ...

Industry Analysis - Brian Dipert - 2019-10-06 20:06 - 0 comments - 0 attachments

Can Programmable Processors Really Be Smaller Than Hardwired Logic?

You’d think a hard-wired approach results in much smaller and lower power implementations, but we’ve found that often the reverse is true. ...

Industry Analysis - Brian Dipert - 2019-10-06 20:06 - 0 comments - 0 attachments

Types of Tracking Defined: Skeletal Tracking, Gestures, Object Tracking and More

People tracking can be seen as a subset of either object tracking or skeletal tracking, depending on the end goal of the tracking system. ...

Industry Analysis - Brian Dipert - 2019-10-04 08:19 - 0 comments - 0 attachments

Pruning Models with NVIDIA Transfer Learning Toolkit

It’s important for a deep learning model to make accurate predictions in production. How efficiently these predictions happen also matters ...

Industry Analysis - Brian Dipert - 2019-09-23 05:15 - 0 comments - 0 attachments

Accelerating TensorFlow Inference with Intel Deep Learning Boost on 2nd Gen Intel Xeon Scalable Processors

Intel DL Boost includes new Vector Neural Network Instructions (VNNI) that can be used to perform computation in 8-bit precision. ...

Industry Analysis - Brian Dipert - 2019-09-23 05:14 - 0 comments - 0 attachments