DIGITS

Aug 29, 2017

Classifying Tattoos with Neural Networks

With nearly 1.5 billion monthly visitors and 346,000 pictures of tattoos, Tattoodo is taking advantage of deep learning to help categorize the growing number of...
1 MIN READ
Aug 02, 2017

Coming Right Up! High Schoolers Build Indoor Delivery Robot with NVIDIA Jetson TX2

By Grace Lam, Mokshith Voodarla, Nicholas Liu How long does it take to program an office delivery robot? Apparently, less than seven weeks. This summer, three...
3 MIN READ
Apr 24, 2017

Photo Editing with Generative Adversarial Networks (Part 2)

In part 1 of this series I introduced Generative Adversarial Networks (GANs) and showed how to generate images of handwritten digits using a GAN. In this post I...
12 MIN READ
Apr 20, 2017

Edit Photos with GANs

In machine learning, a generative model learns to generate samples that have a high probability of being real samples like the samples from the training...
2 MIN READ
Apr 20, 2017

Photo Editing with Generative Adversarial Networks (Part 1)

Adversarial training (also called GAN for Generative Adversarial Networks), and the variations that are now being proposed, is the most interesting idea in the...
26 MIN READ
Mar 08, 2017

Train and Deploy Deep Learning Applications with NVIDIA DIGITS 5 and New TensorRT

Today we are announcing the production release of NVIDIA DIGITS 5 and  NVIDIA TensorRT. DIGITS is an interactive deep neural network training application for...
1 MIN READ
Jan 12, 2017

NVIDIA DIGITS Assists Alzheimer's Disease Prediction

Pattern recognition and classification in medical image analysis has been of interest to scientists for many years. Machine learning techniques have enabled...
12 MIN READ
Nov 22, 2016

Developing an Autonomous Bot is a Walk in the Park

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. What’s unusual is not the...
3 MIN READ
Figure 1: Sample visualizations of image segmentation using DIGITS 5.0 showing alternately the input image, an overlay of FCN-Alexnet predictions, an overlay of FCN-8s predictions and the ground truth.
Nov 10, 2016

Image Segmentation Using DIGITS 5

Today we’re excited to announce NVIDIA DIGITS 5. DIGITS 5 comes with a number of new features, two of which are of particular interest for this post: a...
27 MIN READ
Nov 04, 2016

Restb.ai Offers Custom Computer Vision as a Service

The Barcelona-based startup developed a deep learning algorithm to determine in real-time what is in a particular image. RestB is commercializing their...
2 MIN READ
Oct 31, 2016

AI-Powered Crib Cam Monitors Your Baby

BabbyCam is a new deep learning baby monitor that recognizes your baby, monitors their emotions and will alert you if their face is covered. As a new parent...
2 MIN READ
Oct 04, 2016

Lose It!'s New Food Recognition App Counts Calories

The diet app LoseIt! released a new deep learning feature called Snap It that lets users take photos of their food and then it automatically logs the calorie...
1 MIN READ
SpaceNet Aerial Imagery
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
Figure 1: Example DetectNet output for vehicle detection.
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
Aug 11, 2016

Deep Learning for Object Detection with DIGITS

Figure 1: A screenshot of DIGITS 4 showing the input image (top) and the final result with...
14 MIN READ
Jun 20, 2016

NVIDIA Announces New Deep Learning Software for Developers

Just in time for the International Supercomputing show (ISC 2016) and International Conference on Machine Learning (ICML 2016), NVIDIA announced three new deep...
2 MIN READ