Blog

May 23, 2018   |   Yinyin Liu, Harini Eavani, Zach Dwiel

Applying Deep Learning to Genomics Analysis

Synthetic Genomics, Incorporated (SGI) is a synthetic biology company that aims to bring genomic-driven solutions to market. They design and build biological systems and conduct interdisciplinary research by combining biology and engineering to address global sustainability problems SGI asked for Intel’s help to conduct a deep learning proof of concept that would automatically tag a…

Read more

#Technology

May 23, 2018   |   Yinyin Liu, Moshe Wasserblat

Introducing NLP Architect by Intel AI Lab

Many advances in Natural Language Processing (NLP) and Natural Language Understanding (NLU) in recent years have been driven by advancements in the field of deep learning with more powerful compute resources, greater access to useful data sets, and advances in neural network topologies and training paradigms. At Intel AI Lab, our team of NLP researchers…

Read more

#Technical Blog

May 22, 2018   |   Hanlin Tang

Deep Learning for Remote Sensing

A remarkable aspect of deep learning is that its neural networks are powerful learning machines that generalize to different domains. For example, semantic segmentation model performs the underlying task of classifying pixels, whether those pixels are photons from a camera mounted on a self-driving car, radiodensities from X-ray tubes in a CT scanner, or seismic…

Read more

#Technical Blog

May 16, 2018   |   Naveen Rao

Helping Developers Make AI Real

The pace of AI developer community growth and advancement is incredible. Kaggle added more than 600,000 new users in 2017, twice as many as in 2016[1]. The Scopus database now contains more than 200,000 papers indexed with the key term “artificial intelligence.”[2] Dozens of new AI submissions are posted to arXiv.org each week. Driven by…

Read more

#Events

May 03, 2018   |   Elson Rodriguez

Our Friend the Object Store

This is your Tensorflow I/O operation: This is your Tensorflow I/O operation on S3: Any questions? … ...Oh wait, you have a ton of questions and doing this awesome thing interests you greatly? What’s going on here? Back in July 2017, Yong Tang added an S3 backend for Tensorflow’s Filesystem interface. This means almost anywhere…

Read more

#Technology #Tutorial

May 02, 2018   |   Harsh Kumar

An End-to-End Video Analytics Solution for Surveillance and Securing High-Value Assets

Currently, corporations struggle to safeguard their workers from accidents and monitor remote operations such as oil fields, oil pipelines, transmission lines, transportation goods, machinery, plants, etc. for malfunctions. Often broken equipment, pipeline, or other nefarious activity goes unnoticed for a long period of time causing a great amount of loss. With computer vision and deep…

Read more

#Solutions

May 01, 2018   |   Srinivasa Karlapalem

High-throughput Object Detection on Edge Platforms with FPGA

This article introduces software and deep neural network architecture (DNN) level optimizations and tweaks to achieve high throughput with deep learning based object detection applications and FPGAs on edge platforms. The ideas presented here could be generalized to speed up other compute-intensive applications on edge platforms as well. Contents Overview of Edge Platforms Introduction to…

Read more

#Technology

May 01, 2018   |   Andres Rodriguez, Wei Li, Jason Ye, Rinat Rappoport, Eden Segal, Koichi Yamada, Niharika Maheshwari, Rong Zhang, Etay Meiri, Amit Bleiweiss, Zhiyuan Huang

Amazing Inference Performance with Intel® Xeon® Scalable Processors

[bc playerid="4090876643001" videoid="5780439477001"] Over the past year, Intel has focused on optimizing popular deep learning frameworks and primitives for Intel® Xeon® processors.  Now, in addition to being a common platform for inference workloads, Intel Xeon Scalable processor (formerly codename Skylake-SP) is a competitive platform for both training and inference. Previously, deep learning training and inference…

Read more

#Technology #Tutorial

Apr 30, 2018   |   Ashwin Vijayakumar

Practical Applications of Deep Learning: Build a DIY Smart Security Camera Using the Intel® Movidius™ Neural Compute Stick

Have you ever wanted to deploy your deep neural network (DNN) models onto a weekend project that is not only fun but also creates a useful gadget to have around the house? Maybe Fido figured out the motion triggered camera system and fills up your disk space with videos of him jumping around the room.…

Read more

#Technology

Apr 30, 2018   |   Intel AI

Intel AI at The AI Conference in New York 2018

From car to cloud to edge to data center, Intel is powering AI today in organizations around the world.  Intel will demonstrate how it’s enabling organizations to take AI into their own hands at the Artificial Intelligence Conference in New York City. Intel will offer keynotes, a tutorial, sessions and several experiences and demos in…

Read more

#Events