Posts by Jon Barker
Technical Walkthrough
May 02, 2018
NVVL Accelerates Machine Learning on Video Datasets
Loading data onto GPUs for training has historically been a minor issue for most deep learning practitioners. Data read from a local spinning hard drive or NAS...
11 MIN READ
Technical Walkthrough
Nov 21, 2017
Malware Detection in Executables Using Neural Networks
The detection of malicious software (malware) is an increasingly important cyber security problem for all of society. Single incidences of malware can cause...
15 MIN READ
Technical Walkthrough
Aug 31, 2016
Exploring the SpaceNet Dataset Using DIGITS
DigitalGlobe, CosmiQ Works and NVIDIA recently announced the launch of the SpaceNet online satellite imagery repository. This public dataset of high-resolution...
16 MIN READ
Technical Walkthrough
Aug 11, 2016
DetectNet: Deep Neural Network for Object Detection in DIGITS
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...
11 MIN READ
Technical Walkthrough
Aug 11, 2016
Deep Learning for Object Detection with DIGITS
[caption id="attachment_6933" align="alignright" width="300"] Figure 1: A screenshot of DIGITS 4 showing the input image (top) and the final result with...
14 MIN READ