DetectNet: Deep Neural Network for Object Detection in DIGITS

Features, Computer Vision, Deep Learning, DetectNet, DIGITS

Nadeem Mohammad, posted Aug 11 2016

The NVIDIA Deep Learning GPU Training System (DIGITS) puts the power of deep learning in the hands of data scientists and researchers. Using DIGITS you can perform common deep learning tasks such as managing data, defining networks, training several models in parallel, monitoring training performance in real time, and choosing the best model from the

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Deep Learning for Object Detection with DIGITS

Features, Computer Vision, Deep Learning, DIGITS, Object Detection

Nadeem Mohammad, posted Aug 11 2016

Today we’re excited to announce the availability of NVIDIA DIGITS 4. DIGITS 4 introduces a new object detection workflow and DetectNet, a new deep neural network for object detection that enables data scientists and researchers to train models that can detect instances of faces, pedestrians, traffic signs, vehicles and other objects in images. Object detection is

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PC GPU Performance Hot Spots

GameWorks, GameWorks Expert Developer

Matthijs De Smedt, posted Aug 10 2016

Introduction

Game developers shipping titles for PC and consoles are faced with many interesting rendering optimization challenges. The GPU cost of techniques like tile-based lighting or the CPU cost of the rendering API are going to impact performance very differently based on which platform is being used.

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NVIDIA Data Center GPU Manager Simplifies Cluster Administration

Features, Datacenter, tools

Nadeem Mohammad, posted Aug 08 2016

Today’s data centers demand greater agility, resource uptime and streamlined administration to deal with the ever-increasing computational requirements of HPC, hyperscale and enterprise workloads. IT administrators depend on robust data center management tools to proactively monitor resource health, increase efficiency and lower operational costs. In this blog post, I’ll tell you about a new tool

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Tracking the Endangered African Grevy’s Zebra with Deep Learning

News, Research, CUDA, cuDNN, GeForce, Higher Education / Academia, Image Recognition, Machine Learning & Artificial Intelligence

Nadeem Mohammad, posted Aug 05 2016

In January, nearly 120 teams of scientists, schoolchildren and the U.S. ambassador to Kenya took part in the first ever Great Grevy’s Rally — driving over 25,000 square km to census the Grevy’s zebra, one of the most endangered mammals on the planet. In the 1970s there were 15,000 Grevy’s zebras and now there is

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