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Intel

www.intel.com.

You may know us for our processors. But we do so much more. Intel invents at the boundaries of technology to make amazing experiences possible for business and society, and for every person on Earth. Harnessing the capability of the cloud, the ubiquity of the Internet of Things, the latest advances in memory and programmable solutions, and the promise of always-on 5G connectivity, Intel is disrupting industries and solving global challenges. Leading on policy, diversity, inclusion, education and sustainability, we create value for our stockholders, customers and society.

Recent Content by Company

Huiying Medical: Helping Combat COVID-19 with AI Technology

This blog post was originally published at Intel’s website. It is reprinted here with the permission of Intel. The COVID-19 coronavirus, since its initial outbreak in Wuhan, China, has quickly become a global pandemic, as declared by the World Health Organization (WHO). The number of confirmed cases has exceeded 577,531 globally as of March 27, …

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Maximize CPU Inference Performance with Improved Threads and Memory Management in Intel Distribution of OpenVINO Toolkit

This blog post was originally published at Intel’s website. It is reprinted here with the permission of Intel. The popularity of convolutional neural network (CNN) models and the ubiquity of CPUs means that better inference performance can deliver significant gains to a larger number of users than ever before. As multi-core processors become the norm, …

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Simplifying Cloud to Edge AI Deployments with the Intel Distribution of OpenVINO Toolkit, Microsoft Azure, and ONNX Runtime

This blog post was originally published at Intel’s website. It is reprinted here with the permission of Intel. Our life is frittered away by detail. Simplify, Simplify, Simplify Henry David Thoreau Significant technological innovations usually follow a well-established pattern. A small group of brilliant minds stumble upon some incredible innovation, which is then quickly adopted …

Simplifying Cloud to Edge AI Deployments with the Intel Distribution of OpenVINO Toolkit, Microsoft Azure, and ONNX Runtime Read More +

A Faster, Simpler Path to AI-Enabled Robotics: The UP Squared RoboMaker Developer Kit, Powered by Intel and AWS

This blog post was originally published at Intel’s website. It is reprinted here with the permission of Intel. The pace of innovation is quickening across all industries, including manufacturing and the intelligent factories of Industry 4.0. Unlocking the value of data via machine learning is propelling us into this next phase, and innovations in industrial …

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Streamline Your Intel Distribution of OpenVINO Toolkit Development with Deep Learning Workbench

This blog post was originally published at Intel’s website. It is reprinted here with the permission of Intel. Back in 2018, Intel launched the Intel® Distribution of OpenVINO™ toolkit. Since then, it’s been widely adopted by partners and developers to deploy AI-powered applications in various industries, from self-checkout kiosks to medical imaging to industrial robotics. …

Streamline Your Intel Distribution of OpenVINO Toolkit Development with Deep Learning Workbench Read More +

Protecting Privacy in a Data-Driven World: Privacy-Preserving Machine Learning

This blog post was originally published at Intel’s website. It is reprinted here with the permission of Intel. Privacy for machine learning (ML) and other data-intensive applications is increasingly threatened by sophisticated methods of re-identifying anonymized data. In addition, while encryption helps preserve privacy while data is stored on hard drives or moving over networks, …

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Exploring Deep Learning Face Recognition with Thermal Images

This blog post was originally published at Intel's website. It is reprinted here with the permission of Intel. Interactions with computer systems frequently benefit from the ability to detect information about the user or use environment. Image processing and analyzing techniques, including deep neural networks (DNNs), are often used for this purpose. However, many promising …

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2020 CES: Mobileye’s Global Ambitions Take Shape with New Deals in China, South Korea

January 7, 2020 – What’s New: With sales close to $1 billion in 2019 and expected to rise double-digits this year, Mobileye’s global ambitions in advanced driver-assistance systems (ADAS) and autonomous mobility-as-a-service (MaaS) came into sharper focus with two agreements announced today. SAIC, a leading Chinese OEM, plans to use Mobileye’s REM mapping technology to map China for L2+ ADAS …

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Intel Is Going All-In to Dominate AI Chipset World

This market research report was originally published at Tractica’s website. It is reprinted here with the permission of Tractica. The AI revolution started in 2012 when neural network AlexNet surpassed the accuracy of all previous classic computer vision techniques, and the industry has not looked back since. AI algorithms are compute-sensitive by nature, and the …

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Intel Demonstration of a Traffic Management Reference Pipeline

Mike Benemelis, Visual Cloud Program Manager at Intel, demonstrates the Intel Open Visual Cloud framework with OpenNESS Smart City Edge software, implementing a traffic management application.

IEEE to Define a Formal Model for Safe Automated Vehicle Decision-Making

What’s New: The Institute of Electrical and Electronics Engineers (IEEE) has approved a proposal to develop a standard for safety considerations in automated vehicle (AV) decision-making and named Intel Senior Principal Engineer Jack Weast to lead the workgroup. Participation in the workgroup is open to companies across the AV industry, and Weast hopes for broad …

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CES 2020: Intel Highlights Positive Global Impact in AI, Autonomous Driving and Intelligence-driven Computing

Intel has a long heritage of creating technology that serves nearly every person on Earth every day. At CES 2020, the company will demonstrate several of its latest advancements focused on creating broad positive impact for people, businesses and society as a whole. Intel News Conference – “Innovation through Intelligence” This year, Intel’s CES news …

CES 2020: Intel Highlights Positive Global Impact in AI, Autonomous Driving and Intelligence-driven Computing Read More +

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Intel Acquires Artificial Intelligence Chipmaker Habana Labs

Combination Advances Intel’s AI Strategy, Strengthens Portfolio of AI Accelerators for the Data Center SANTA CLARA Calif., Dec. 16, 2019 – Intel Corporation today announced that it has acquired Habana Labs, an Israel-based developer of programmable deep learning accelerators for the data center for approximately $2 billion. The combination strengthens Intel’s artificial intelligence (AI) portfolio …

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Mobileye is Mapping 28,000 Miles of Barcelona’s Roads Daily to Improve Safety

What’s New: On Monday, Dec. 2, Spain’s road safety authority, the Directorate-General for Traffic (DGT), and the City of Barcelona with Mobileye presented data from the first two months of the Autonomous Ready™ initiative, a program intended to enhance the safety of streets today while analyzing the status of infrastructure to continue improving roads for the …

Mobileye is Mapping 28,000 Miles of Barcelona’s Roads Daily to Improve Safety Read More +

Intel RealSense Lidar Camera Technology Redefines Computer Vision

November 11, 2019 – What’s New: Today, Intel announced the Intel® RealSense™ lidar camera L515, the world’s smallest and most power-efficient, high-resolution lidar that captures millions of depth points per second. Designed with proprietary technology that creates entirely new ways to incorporate lidar into smart devices to perceive the world in 3D, the L515 provides …

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Michigan Program Adds Mobileye Collision-Avoidance Technology to State Vehicles

November 21, 2019 – In a visit to Mobileye headquarters in Jerusalem on Thursday, Michigan Gov. Gretchen Whitmer announced a pilot program to enhance the safety of existing state and city fleets through the application of Mobileye 8 Connect aftermarket systems for collision avoidance. The trial is part of Michigan leaders’ objective to enhance road …

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Intel Demonstration of Taking AI to Production

Kenneth Craft, Technical Consulting Engineer at Intel, demonstrates the company's latest embedded vision technologies and products at the 2019 Embedded Vision Summit. Specifically, Craft demonstrates making industrial applications using Intel's OpenVINO Toolkit and System Studio. Intel's OpenVINO Toolkit enables optimization of deep learning inference for object flaw detection. System-wide visual performance profiling through the Intel …

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Intel Demonstration of Vision Inference Acceleration with FPGAs

Robert Garrett, Sales and Business Development Manager at Intel, demonstrates the company's latest embedded vision technologies and products at the 2019 Embedded Vision Summit. Specifically, Garrett demonstrates how an Intel FPGA card and OpenVINO toolkit can be used to accelerate vision inference where people are detected, identified, and tracked across multiple camera feeds. The design …

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Intel Demonstration of Running Mixed Deep Learning Workloads on CPU-plus-Movidius VPU Devices

Akshatha Kini, Product Application Engineer at Intel, demonstrates the company's latest embedded vision technologies and products at the 2019 Embedded Vision Summit. Specifically, Kini demonstrates running multiple deep learning-based computer vision applications in parallel. The first application shows face detection and face recognition, along with age and gender identification. The second application is running face …

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Intel Demonstration of Applied Depth Sensing and Tracking Technology for Real-world Applications

Brian Pruitt, RealSense Peripheral Segment Director at Intel, demonstrates the company's latest embedded vision technologies and products at the 2019 Embedded Vision Summit. Specifically, Pruitt demonstrates a variety of Intel RealSense® vision-based solutions designed to give your products the ability to understand the world in 3D. Intel® RealSense is shaping the future of technology by …

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Xnor.ai Demonstration of Person Detection Deep Learning Running On an Intel Core i5 CPU

Ian Turner, Product Engineer at Xnor.ai, demonstrates the company’s latest embedded vision technologies and products at the 2019 Embedded Vision Summit. Specifically, Turner demonstrates Xnor’s person detection deep learning model running on an Intel IEI Tank, which contains an Intel i5 6500 TE CPU. Traditionally, AI models have required expensive GPUs, but this demonstration shows …

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Algolux and Intel IoT Group Demonstration of Robust Computer Vision and OpenVINO Path to Production

Dave Tokic, Vice President of Marketing at Algolux, and Gary Brown, Director of AI Marketing in Intel's IoT Group, demonstrates the companies' latest embedded vision technologies and products at the 2019 Embedded Vision Summit. Specifically, Tokic and Brown demonstrate how they have come together to provide industry-leading computer vision accuracy and robustness across all conditions …

Algolux and Intel IoT Group Demonstration of Robust Computer Vision and OpenVINO Path to Production Read More +

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Intel Unveils New GPU Architecture with High-Performance Computing and AI Acceleration, and oneAPI Software Stack with Unified and Scalable Abstraction for Heterogeneous Architectures

News Highlights: Intel launches oneAPI, a unified and scalable programming model to harness the power of diverse computing architectures in the era of HPC/AI convergence. Intel introduces a general-purpose GPU optimized for HPC/AI acceleration based on the Xe architecture, code-named “Ponte Vecchio.” Intel unveils additional architectural details of the Aurora Supercomputer, delivering convergence at exascale at …

Intel Unveils New GPU Architecture with High-Performance Computing and AI Acceleration, and oneAPI Software Stack with Unified and Scalable Abstraction for Heterogeneous Architectures Read More +

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Intel Speeds AI Development, Deployment and Performance with New Class of AI Hardware from Cloud to Edge

What’s New: Today at a gathering of industry influencers, Intel welcomed the next wave of artificial intelligence (AI) with updates on new products designed to accelerate AI system development and deployment from cloud to edge. Intel demonstrated its Intel® Nervana™ Neural Network Processors (NNP) for training (NNP-T1000) and inference (NNP-I1000) — Intel’s first purpose-built ASICs for …

Intel Speeds AI Development, Deployment and Performance with New Class of AI Hardware from Cloud to Edge Read More +

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Mobileye and NIO Partner to Bring Level 4 Autonomous Vehicles to Consumers in China and Beyond

What’s New: Mobileye, an Intel company, and NIO, a pioneer in China’s premium electric vehicle market, are engaging in a strategic collaboration on the development of highly automated and autonomous vehicles (AV) for consumer markets in China and other major territories. As part of the planned cooperation, NIO will engineer and manufacture a self-driving system designed …

Mobileye and NIO Partner to Bring Level 4 Autonomous Vehicles to Consumers in China and Beyond Read More +

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Overcoming Visual Analysis Paralysis

This blog post was originally published at Intel's website. It is reprinted here with the permission of Intel. An Intel marketing team recently approached the Intel Science and Technology Center for Visual Cloud Systems with a request. They were looking for traffic video clips to use at trade shows and in demos and wondered if …

Overcoming Visual Analysis Paralysis Read More +

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Mobileye Outlines Strategy for Driving Significant Growth

Advanced Driver-Assist Business Takes Off; Design Wins Announced; Profits Funding Robotaxi Future JERUSALEM, Nov. 5, 2019 – During an investor summit today at Mobileye headquarters in Jerusalem, Mobileye President and CEO Professor Amnon Shashua projected significant and sustained revenue growth for the next decade. The forecast was offered within a broader strategy update that included new data …

Mobileye Outlines Strategy for Driving Significant Growth Read More +

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Intel Enables AI Acceleration and Brings New Pricing to Intel Xeon W and X-Series Processors

Latest Workstation and High-End Desktop Platforms Purpose-Built for Professional Content Creators and Desktop Enthusiasts NEWS HIGHLIGHTS Intel announces the newest generation of Intel® Xeon® W-2200 and X-series platforms, targeting availability in November. With both platforms, Intel continues to trailblaze with artificial intelligence (AI) in computing, enabling AI acceleration with Intel® Deep Learning Boost in high-end …

Intel Enables AI Acceleration and Brings New Pricing to Intel Xeon W and X-Series Processors Read More +

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

This blog post was originally published at Intel's website. It is reprinted here with the permission of Intel. When talking about computer vision, the word “tracking” comes up a lot. There are a lot of different kinds of tracking, depending on what you are tracking, how you are tracking it, and what you’re trying to …

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

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Intel Ships Stratix 10 DX FPGAs; VMware Among Early Partners

What’s New: Intel today announced shipments of new Intel® Stratix® 10 DX field programmable gate arrays (FPGA). The new FPGAs are designed to support Intel® Ultra Path Interconnect (Intel® UPI), PCI-Express (PCIe) Gen4 x16 and a new controller for Intel® Optane™ technology to provide flexible, high-performance acceleration. VMware is one of many early access program participants. …

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“AI Reliability Against Adversarial Inputs,” a Presentation from Intel

Gokcen Cilingir, AI Software Architect, and Li Chen, Data Scientist and Research Scientist, both at Intel, presents the “AI Reliability Against Adversarial Inputs” tutorial at the May 2019 Embedded Vision Summit. As artificial intelligence solutions are becoming ubiquitous, the security and reliability of AI algorithms is becoming an important consideration… “AI Reliability Against Adversarial Inputs,” …

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Hollywood and the Ncam Mk2 Camera Bar with Intel® RealSense™ Technology

This blog post was originally published at Intel's website. It is reprinted here with the permission of Intel. In recent years, visual effects in movies and television have grown both more sophisticated and more ubiquitous. Audiences have grown used to elaborate environments and fantastical fight scenes, historical dramas and futuristic worlds. As audiences expect more, …

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CVAT: Speeding Up Image Annotation Since 2018

This blog post was originally published at Intel's website. It is reprinted here with the permission of Intel. We began the Computer Vision Annotation Tool (CVAT) project a few years ago in order to speed up the annotation of digital images and videos for use in training computer vision algorithms. When we started, we didn’t …

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“Fast and Accurate RMNet: A New Neural Network for Embedded Vision,” a Presentation from Intel

Ilya Krylov, Software Engineering Manager at Intel, presents the “Fast and Accurate RMNet: A New Neural Network for Embedded Vision” tutorial at the May 2019 Embedded Vision Summit. Usually, the top places in deep learning challenges are won by huge neural networks that require massive amounts of data and computation,… “Fast and Accurate RMNet: A …

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Intel Lays Cornerstone for Mobileye’s New Global Development Center in Jerusalem

August 29, 2019 – On Tuesday, Mobileye President and  CEO Prof. Amnon Shashua and Israeli Prime Minister Benjamin Netanyahu laid the cornerstone for Mobileye’s new global development center in Jerusalem. They were joined by Israel Economy Minister Eli Cohen and Jerusalem Mayor Moshe Lion. When complete, the eight-story complex will span 50,000 square meters above ground and …

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At Hot Chips, Intel Pushes “AI Everywhere”

What’s New: At Hot Chips 2019, Intel revealed new details of upcoming high-performance artificial intelligence (AI) accelerators: Intel® Nervana™ neural network processors, with the NNP-T for training and the NNP-I for inference. Intel engineers also presented technical details on hybrid chip packaging technology, Intel® Optane™ DC persistent memory and chiplet technology for optical I/O. “To get …

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“Applied Depth Sensing with Intel RealSense,” a Presentation from Intel

Sergey Dorodnicov, Software Architect at Intel, presents the “Applied Depth Sensing with Intel RealSense” tutorial at the May 2019 Embedded Vision Summit. As robust depth cameras become more affordable, many new products will benefit from true 3D vision. This presentation highlights the benefits of depth sensing for tasks such as autonomous navigation, collision avoidance and …

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FRAMOS Launches an Industrial 3D GigE Camera Based on Intel’s RealSense Technology

07/08/2019 09:00 – FRAMOS, the global partner for Vision Technologies, has developed an industrial grade version of Intel’s® RealSense™ Suite to provide Gigabit Ethernet connectivity and an IP66 rated housing. The D435e industrial 3D GigE Vision camera leverages the advantages of easy-to-integrate 3D vision in rugged environments; enabling real-time positioning, orientation and tracking of robots, …

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Exploring Neuromorphic Computing for AI: Why Spikes? (Part Two)

This blog post was originally published at Intel's website. It is reprinted here with the permission of Intel. In this blog series, we’re looking at one of Intel’s branches of AI research, neuromorphic computing. The goal of neuromorphic computing is to apply the fundamental properties of neural computation found in nature to breakthroughs in non-Von …

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Next-generation Intel Xeon Scalable Processors to Deliver Breakthrough Platform Performance with Up to 56 Processor Cores

What’s New: Intel today announced its next-generation Intel® Xeon® Scalable processor family (codename Cooper Lake) will offer customers up to 56 processor cores per socket and built-in AI training acceleration in standard socketed  Intel Xeon Scalable processor offerings with availability starting in the first half of 2020. The breakthrough platform performance delivered within the high-core-count Cooper …

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Intel Launches First 10th Gen Intel Core Processors: Redefining the Next Era of Laptop Experiences

What’s New: Today, Intel officially launched 11 new, highly integrated 10th Gen Intel® Core™ processors designed for remarkably sleek 2 in 1s and laptops. The processors bring high-performance artificial intelligence (AI) to the PC at scale, feature new Intel® Iris® Plus graphics for stunning entertainment and enable the best connectivity1 with Intel® Wi-Fi 6 (Gig+) and Thunderbolt™ 3. Systems are expected from …

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Intel Expands Workload Acceleration with Hewlett Packard Enterprise in New Programmable Acceleration Card

What’s New: Intel announced today it is working with Hewlett Packard Enterprise* (HPE) to provide increased workload acceleration capacity for the HPE ProLiant DL380 Gen10 server. This will address computing-intensive markets – like streaming analytics, media transcoding, financial technology and network security – with the new high-performance Intel® FPGA Programmable Acceleration Card (Intel® FPGA PAC) D5005. The Intel …

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Lenovo and Intel Announce Multiyear Global Collaboration to Extend HPC and AI Leadership

Collaboration Will Build on Long-Standing Partnership to Further Accelerate Scientific and Business Innovation and Discovery SANTA CLARA, Calif., Aug. 5, 2019 — Intel and Lenovo today announced a multiyear collaboration focused on the rapidly growing opportunity in the convergence of high-performance computing (HPC) and artificial intelligence (AI) to help accelerate solutions for the world’s most …

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“Data Annotation at Scale: Pitfalls and Solutions,” a Presentation from Intel

Nikita Manovich, Senior Software Engineer at Intel, presents the “Data Annotation at Scale: Pitfalls and Solutions” tutorial at the May 2019 Embedded Vision Summit. In many real-world use cases, deep learning algorithms work well if you have enough high-quality data to train them. Obtaining that data is a critical limiting factor in the development of …

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Exploring Neuromorphic Computing for AI: Why Spikes? (Part One)

This blog post was originally published at Intel's website. It is reprinted here with the permission of Intel. AI is now fast defining the next major era of computing, thanks to the pioneering work of David Rumelhart, Geoffrey Hinton, Yann LeCun, Yoshua Bengio, and many others over the past few decades. Yet ongoing progress in …

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Intel’s Pohoiki Beach, a 64-Chip Neuromorphic System, Delivers Breakthrough Results in Research Tests

What’s New: Today, Intel announced that an 8 million-neuron neuromorphic system comprising 64 Loihi research chips — codenamed Pohoiki Beach — is now available to the broader research community. With Pohoiki Beach, researchers can experiment with Intel’s brain-inspired research chip, Loihi, which applies the principles found in biological brains to computer architectures. Loihi enables users to …

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“Building AI Cameras with Intel Movidius VPUs,” a Presentation from Intel

Gary Brown, Director of AI Marketing at Intel, presents the "Building AI Cameras with Intel Movidius VPUs" tutorial at the May 2019 Embedded Vision Summit. Today, the availability of silicon platforms with sufficient performance and compute efficiency to run AI inference algorithms has given rise to many interesting edge products: from smart home security cameras …

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Navigating the Winding Road Toward Driverless Mobility…and Why Your First Autonomous Ride will Likely be in a Robotaxi

This blog post was originally published at Intel's website. It is reprinted here with the permission of Intel. As we all watch automakers and autonomous tech companies team up in various alliances, it’s natural to wonder about their significance and what the future will bring. Are we realizing that autonomous driving technology and its acceptance …

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Intel Is Tackling the Challenges of the Intelligence Era

This market research report was originally published at Tractica's website. It is reprinted here with the permission of Tractica. Intel held its Analyst Event for European analysts during June. Some of Tractica’s observations are discussed below. First impressions and highlights of the event: The recent Analyst Event in London provided a good overview of Intel’s …

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Top AI Chipset Companies Announced, Including NVIDIA, Intel, NXP, Apple, and Google, Based on CompassIntel.com Research

NVIDIA, Intel, NXP, Apple, and Google top the A-List in AI Chipset Index based on recently released research by Compass Intelligence. The 2019 A-List in AI (artificial intelligence) Chipset Index includes companies providing software and hardware components of AI chipsets. AI chipset products include central processing units, graphic processing units, neural network processors, application specific …

Top AI Chipset Companies Announced, Including NVIDIA, Intel, NXP, Apple, and Google, Based on CompassIntel.com Research Read More +

“How to Get the Best Deep Learning Performance with the OpenVINO Toolkit,” a Presentation from Intel

Yury Gorbachev, Principal Engineer at Intel, presents the "How to Get the Best Deep Learning Performance with the OpenVINO Toolkit" tutorial at the May 2019 Embedded Vision Summit. Tremendous recent progress in deep learning and computer vision algorithms has made it possible to create innovative applications that were not previously feasible. However, moving from academic …

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“Object Trackers: Approaches and Applications,” a Presentation from Intel

Minje Park, Deep Learning R&D Engineer at Intel, presents the "Object Trackers: Approaches and Applications" tutorial at the May 2019 Embedded Vision Summit. Object tracking is a powerful algorithm component and one of the fundamental building blocks for many real-world computer vision applications. Object trackers provide two main benefits when incorporated into a localization module. …

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Baidu Named Development Partner on Intel Nervana Neural Network Processor for Training

What’s New: Today at the Baidu Create AI developer conference in Beijing, Intel Corporate Vice President Naveen Rao announced that Baidu* is collaborating with Intel on development of the new Intel® Nervana™ Neural Network Processor for Training (NNP-T). The collaboration involves the hardware and software designs of the new custom accelerator with one purpose – training deep learning …

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Intel and Auto Industry Leaders Publish New Automated Driving Safety Framework

Intel and Auto Industry Leaders Publish New Automated Driving Safety Framework What’s New: Intel, in collaboration with 10 industry leaders in automotive and autonomous driving technology, today published “Safety First for Automated Driving,” a framework for the design, development, verification and validation of safe automated passenger vehicles (AVs). The paper builds on Intel’s model for …

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Intel’s ‘One API’ Project Delivers Unified Programming Model Across Diverse Architectures

What’s New: Today at Intel’s Software Technology Day in London, Intel engineering leaders provided an update on Intel’s software project – “One API” – to deliver a unified programming model to simplify application development across diverse computing architectures. “One API is a project to deliver a set of developer tools that provide a unified programming model …

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“AI+: Combining AI and Other Critical Functions Using Intel FPGAs,” a Presentation from Intel

Ronak Shah, Director of AI Marketing Strategy at Intel's Programmable Solutions Group, presents the "AI+: Combining AI and Other Critical Functions Using Intel FPGAs" tutorial at the May 2019 Embedded Vision Summit. AI is increasingly being deployed in vision applications, and most of these applications require other functionality in addition to AI. For example, a …

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Increasing AI Performance and Efficiency with Intel DL Boost

This blog post was originally published at Intel's website. It is reprinted here with the permission of Intel. PyTorch acceleration baked into the latest generation of Intel Xeons. That will help speed up the 200 trillion predictions and 6 billion translations Facebook does every day. https://t.co/2gM75pFvrC — Yann LeCun (@ylecun) April 9, 2019 Intel® Deep …

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16-Year-Old Engineer Works to Improve Spinal Surgery Using Machine Learning and Computer Vision

PHOENIX, May 17, 2019 – Krithik Ramesh, 16, of Greenwood Village, Colorado, was awarded first place for developing a machine learning technology for orthopedic surgeons at this year’s Intel International Science and Engineering Fair (ISEF), a program of Society for Science & the Public. Intel ISEF is the world’s largest international pre-college science competition. The …

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2019 Vision Product of the Year Award Winner Showcase: Intel (Developer Tools)

Intel's OpenVINO Toolkit is the 2019 Vision Product of the Year Award Winner in the Developer Tools category. The OpenVINO toolkit (available as either the Intel Distribution or the Open Source version) is a free software developer toolkit for prototyping and deploying of high performance computer vision (CV) and deep learning (DL) applications from device …

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COMPUTEX 2019: Top Five Intel Platform Innovations Driving the Next Wave of Computing

Intel, ASUS and Microsoft partner to launch the first AI on PC development kit, featuring a powerful combination of an Intel Core CPU, Intel Integrated Graphics and an Intel Movidius Myriad X VPU. May 29, 2019 – Today at Computex 2019 in Taipei, Taiwan, Intel showcased how its products and technologies enable the full PC …

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Intel COMPUTEX Preview: New Products Deliver Real-World Performance — Up to 2x Gaming and 8x AI Boost

May 26, 2019 – Ahead of Intel’s COMPUTEX Opening Keynote on May 28, the company today previewed products that deliver a significant boost in real-world workload performance, including a sneak peek at the company’s new 10nm mobile processor (code-named “Ice Lake”) and the special edition 9th Gen Intel® Core™ i9-9900KS processor – both shipping this …

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“Embedded Vision Summit 2019 Preview,” a Video from Intel

Learn about the Embedded Vision Summit 2019 in Santa Clara, California! Read about the event: http://bit.ly/2PWkVUs Register for the 2019 Embedded Vision Summit: http://bit.ly/2PTr5o4 Subscribe to the Intel Software YouTube Channel: http://bit.ly/2iZTCsz About Intel Software: The Intel® Developer Zone encourages and supports software developers that are developing applications for Intel hardware and software products. The …

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Intel Drives Innovation Across the Software Stack with Open Source for AI and Cloud

May 14, 2019 – What’s New: Intel is hosting the annual Open Source Technology Summit (OSTS) May 14-16. What started as an internal conference in 2004 with a few dozen engineers now brings together 500 participants. This year is the most open yet, with leaders from Alibaba*, Amazon*, AT&T*, Google*, Huawei*, JD.com*, Microsoft*, MontaVista*, Red …

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Ordnance Survey and Mobileye Begin Trials to Map Britain’s Roadside Infrastructure

LONDON, May 7, 2019 – Ordnance Survey (OS), Great Britain’s national mapping agency, and Mobileye, an Intel company, have launched trials to create the first detailed roadside infrastructure dataset of Britain for a new, accurate and customisable location information service. To support the trials, Northumbrian Water Group has become the first utility company in the …

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Upcoming Intel Online Conference Provides Insights Into Industry-leading IoT Solutions

On June 18 and 19, 2019, Alliance member company Intel will deliver the Fourth Intel Global IoT DevFest, a virtual event tailored for a worldwide audience spanning multiple geographies and countries. For attendees, here's the description from the event overview page: Gain insights on industry-leading IoT solutions through a wide selection of real-world business use …

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

This blog post was originally published at Intel's website. It is reprinted here with the permission of Intel. Intel has recently introduced Intel® Deep Learning Boost (Intel® DL Boost), a new set of embedded processor technologies designed to accelerate deep learning applications. Intel DL Boost includes new Vector Neural Network Instructions (VNNI) that can be …

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Introducing the Model Zoo for Intel Architecture

This blog post was originally published at Intel's website. It is reprinted here with the permission of Intel. Are you a data scientist who wants to optimize the performance of your machine learning (ML) inference workloads? Perhaps you’ve heard of the Intel® Optimization for TensorFlow* and the Intel® Math Kernel Library for Deep Neural Networks …

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Intel Acquires Omnitek, Strengthens FPGA Video and Vision Offering

April 16, 2019 – What’s New: Intel Corporation today announced the acquisition of Omnitek, a leading provider of optimized video and vision FPGA IP solutions. Omnitek’s technology enables customized high-performance vision and artificial intelligence (AI) inferencing capabilities on FPGAs for customers across a range of end markets. Omnitek’s IP addresses demanding application requirements in areas …

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Digitizing the Social Contract for Safer Roads

This blog post was originally published at Intel's website. It is reprinted here with the permission of Intel. When Mobileye set out to design a safety concept for autonomous vehicles (AVs), we first had to examine the concepts and mechanisms that humans use to maintain road safety. We needed a framework fully compliant with the …

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2nd Generation Intel Xeon Scalable Processors Bring Powerful Deep Learning Capabilities to Transform Your Business with A.I.

This blog post was originally published at Intel's website. It is reprinted here with the permission of Intel. From enabling security throughout a city, to the rapid identification and classification of complex medical imaging data, Intel is accelerating the value of IoT. As the billions of connected things generate massive data at ever-increasing rates, the …

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Intel Announces Broadest Product Portfolio for Moving, Storing and Processing Data

NEWS HIGHLIGHTS: Intel announces general availability of the 2nd-Generation Intel® Xeon® Scalable processor optimized for customers’ most demanding processing requirements from the intelligent edge to the cloud, and across artificial intelligence (AI) and 5G. Intel introduces more than 50 workload-optimized Intel Xeon processors, complemented by dozens of custom processors designed with deep engineering engagements with …

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Intel Driving Data-Centric World with New 10nm Intel Agilex FPGA Family

April 2, 2019 – What’s New: Intel announced today a brand-new product family, the Intel® Agilex™ FPGA. This new family of field programmable gate arrays (FPGA) will provide customized solutions to address the unique data-centric business challenges across embedded, network and data center markets. “The race to solve data-centric problems requires agile and flexible solutions that …

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Inference Performance Boost with Seldon on Intel Xeon Scalable Processors

This blog post was originally published at Intel's website. It is reprinted here with the permission of Intel. Many AI applications have data pipelines that include several processing steps when executing inference operations. These steps can include data transformation, inference execution and conditional processing. The Seldon Core* open source machine learning framework facilitates management of …

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CPU Inference Performance Boost with “Throughput” Mode in the Intel Distribution of OpenVINO Toolkit

This blog post was originally published at Intel's website. It is reprinted here with the permission of Intel. One of the biggest challenges to AI can be eliciting high-performance deep learning inference that runs at real-world scale, leveraging existing infrastructures. Combining efficiency and flexibility, the Intel® Distribution of OpenVINO™ toolkit (a developer tool suite that …

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Intel’s Recommendations for the U.S. National Strategy on Artificial Intelligence

This article was originally published at Intel's website. It is reprinted here with the permission of Intel. Executive Summary Nations that invest in Artificial Intelligence (AI) stand to gain tremendous advantages across industry, government and society at large. On February 11, 2019 the White House issued an Executive Order on Maintaining American Leadership in Artificial …

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New Computer Vision Tool Accelerates Annotation of Digital Images and Video

This blog post was originally published at Intel's website. It is reprinted here with the permission of Intel. Data scientists need annotated data (and lots of it) to train the deep neural networks (DNNs) at the core of AI workflows. Obtaining annotated data, or annotating data yourself, is a challenging and time-consuming process. For example, …

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Improving TensorFlow Inference Performance on Intel Xeon Processors

This article was originally published at Intel's website. It is reprinted here with the permission of Intel. TensorFlow* is one of the most popular deep learning frameworks for large-scale machine learning (ML) and deep learning (DL). Since 2016, Intel and Google engineers have been working together to optimize TensorFlow performance for deep learning training and …

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Intel Neural Compute Stick 2 for Medical Imaging

This blog post was originally published at Intel's website. It is reprinted here with the permission of Intel. Intel has been an integral part of hospital technology for almost 50 years. From desktop computers to MRI scanners, diagnostic monitors, and even portable X-Ray machines, we have been at the forefront of healthcare transformation. So it …

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Intel Demonstration of RealSense Cameras for Visual Navigation of Wheeled Autonomous Robots

Roy Karunakaran, Director of Marketing for RealSense at Intel, delivers a product demonstration at the January 2019 Vision Industry and Technology Forum. Specifically, Karunakaran demonstrates the use of the Intel® RealSense™ Cameras T265 and D435 in wheeled autonomous robots. The RealSense Camera T265 is used to enable Visual SLAM, while the D435 enables obstacle avoidance. …

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Intel Introduction to the RealSense Tracking Camera T265

Roy Karunakaran, Director of Marketing for RealSense at Intel, delivers a product demonstration at the January 2019 Vision Industry and Technology Forum. Specifically, Karunakaran introduces the Intel® RealSense™ T265 camera, which provides off-the-shelf tracking capabilities using Visual SLAM (V-SLAM) and can be used in numerous embedded applications, such as robotics, drones and augmented reality. The …

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Introducing INT8 Quantization for Fast CPU Inference Using OpenVINO

This blog post was originally published at Intel's website. It is reprinted here with the permission of Intel. Deep learning framework optimizations and tools that streamline deployment are advancing the adoption of inference applications on Intel® platforms. Reducing model precision is an efficient way to accelerate inference on processors that support low precision math, with …

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Intel Announces New Class of RealSense Stand-Alone Inside-Out Tracking Camera

January 23, 2019 – What’s New: Intel today introduced the Intel® RealSense™ Tracking Camera T265, a new class of stand-alone inside-out tracking device that will provide developers with a powerful building block for autonomous devices, delivering high-performance guidance and navigation. The T265 uses proprietary visual inertial odometry simultaneous localization and mapping (V-SLAM) technology with computing at the edge …

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2018 Vision Product of the Year Award Winner Showcase: Intel (Cameras, Modules, and Sensors)

Intel's RealSense D400 Depth Camera Family (D415 and D435) is the 2018 Vision Product of the Year Award Winner in the Cameras, Modules, and Sensors category. The Intel® RealSense D400 family of Depth cameras and modules brings enhanced 3D perception to more devices and machines that only see 2D today. The D400 family offers turnkey …

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Using Autonomous Vehicle Technology to Make Roads Safer Today

This blog post was originally published at Intel's website. It is reprinted here with the permission of Intel. Technologies Developed for Fully Autonomous Vehicles Can Improve the Advanced Driver Assistance Systems Already in Wide Use Safety has always been our North Star. We view it as a moral imperative to pursue a future with autonomous …

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Great Wall Motors, Mobileye Join Forces to Deliver ADAS and Autonomous Driving Solutions in China and Beyond

LAS VEGAS, Jan. 8, 2019 – At CES 2019, Mobileye, a leading pioneer in advanced driver assistance systems (ADAS) and autonomous driving (AD), announced it is exploring a strategic collaboration with Great Wall Motors (GWM), a leading domestic automaker in China. As part of the engagement, GWM will look to integrate Mobileye-based ADAS systems ranging …

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Mobileye, Beijing Public Transport Corp. and Beijing Beytai Collaborate to Bring Autonomy to China’s Public Transportation

LAS VEGAS, Jan. 7, 2019 – Today at CES 2019, Mobileye, an Intel company, Beijing Public Transport Corporation* (“BPTC”) and Beijing Beytai* (“Beytai”) announced that they are exploring a collaboration to commercially deploy autonomous public transport services in China. The joint effort marks a significant step in the journey toward a future of smart public …

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Intel’s Framework for Automated Vehicle Safety Standard Gaining Global Acceptance

January 8, 2019-What’s New: European auto technology supplier Valeo* has publicly embraced Intel’s model for safer automated vehicle (AV) decision-making and agreed to collaborate on standards development in Europe and elsewhere. Baidu* reported the first open-source implementation of Responsibility-Sensitive Safety (RSS). And China ITS, the standards body for the world’s largest passenger vehicle market, has …

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Mobileye, Ordnance to Gather and Share Map Data to Manage Infrastructure for Smarter Cities, Safer Roads

January 7, 2019-What’s New: Mobileye, an Intel company, and Ordnance Survey, Great Britain’s national mapping agency, today announced an agreement to bring high-precision location data to U.K. agencies and businesses. Ordnance Survey’s world-leading geospatial and technology expertise will be paired with Mobileye’s automotive camera-based mapping capabilities to offer a new, accurate and customizable location information …

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Intel and Alibaba Team on New AI-Powered 3D Athlete Tracking Technology Aimed at the Olympic Games Tokyo 2020

January 7, 2019-What’s New: Intel and Alibaba announced on the eve of CES that the companies are teaming to develop athlete tracking technology powered by artificial intelligence (AI) that is aimed to be deployed at the Olympic Games 2020 and beyond. The technology uses existing and upcoming Intel hardware and Alibaba cloud computing technology to …

Intel and Alibaba Team on New AI-Powered 3D Athlete Tracking Technology Aimed at the Olympic Games Tokyo 2020 Read More +

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Intel Showcases New Technology for Next Era of Computing

January 7, 2019 – On the eve of CES, Intel leaders – Gregory Bryant, senior vice president, Client Computing Group; Navin Shenoy, executive vice president, Data Center Group; and Professor Amnon Shashua, president and CEO of Mobileye, an Intel company – took to the stage to showcase the company’s commitment to continuously improve the computing and communications …

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Upcoming Intel Workshop Covers Accelerating Smart Video Applications Via OpenVINO Toolkits

On February 12 and 13, 2019 in Sunnyvale, California, Alliance member company Intel will deliver a two-day workshop on its OpenVINO toolkits for computer vision application development. Here's the description, from the event page: Join us for a two-day, hands-on workshop where Intel® will take you through a computer vision workflow using the latest Intel® …

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Intel AI Protects Animals with National Geographic Society, Leonardo DiCaprio Foundation

What’s New: Non-profit RESOLVE’s* new TrailGuard AI* camera uses Intel-powered artificial intelligence (AI) technology to detect poachers entering Africa’s wildlife reserves and alert park rangers in near real-time so poachers can be stopped before killing endangered animals. TrailGuard AI builds on anti-poaching prototypes funded by Leonardo DiCaprio Foundation and National Geographic Society. ”By pairing AI …

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Precision and Recall for Time Series

This blog post was originally published at Intel's website. It is reprinted here with the permission of Intel. The artificial intelligence (AI) revolution is having a profound impact on countless technologies. From automatic identification of our family and friends in social media to ordering up our next movie through voice commands, AI is everywhere. At …

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Intel Software Development Tools Optimize Deep Learning Performance for Healthcare Imaging

This article was originally published at Intel’s website. It is reprinted here with the permission of Intel. The Deep Learning Deployment Toolkit from Intel helps deliver optimized inferencing on Intel® architecture, helping bring the power of AI to clinical diagnostic scanning and other healthcare workflows Executive Summary Deep learning and other forms of artificial intelligence …

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New Intel RealSense D435i Stereo Depth Camera Adds 6 Degrees of Freedom Tracking

What’s New: Intel today introduced a new addition to the Intel® RealSense™ D400 series: the Intel RealSense Depth Camera D435i. This latest Intel RealSense camera includes a new inertial measurement unit (IMU) that enables developers to create solutions with more advanced depth-sensing and tracking capabilities for applications including drones, robotics and gaming. “Intel RealSense technology …

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Intel Demonstration of Scalable Deep Learning-based Face Detection and Recognition with FPGAs

Richard Chuang, Global Platform Solutions Architect at Intel, delivers a product demonstration at the May 2018 Embedded Vision Summit. Specifically, Chuang demonstrates an end-to-end face detection and recognition reference solution using the OpenVINO toolkit. Four primary algorithms are running in this demo system on top of OpenVINO: face detection, landmark detection, feature extraction, and face …

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Intel Demonstration of High Performance Vision Deployment – The OpenVINO Toolkit in Action

Soren Knudsen, Video and Software Ecosystem Accelerant at Intel, delivers a product demonstration at the May 2018 Embedded Vision Summit. Specifically, Knudsen demonstrates how you can get top performance for vision solutions using Intel’s OpenVINO™ toolkit (open visual inference and neural network optimization), part of the Intel® Vision Products portfolio. View heterogeneous workload performance across …

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Intel Demonstration of Flexible Options to Speed Vision Workloads – A Heterogeneous Approach

Jeffrey McAllister, Technical Consulting Engineer at Intel, delivers a product demonstration at the May 2018 Embedded Vision Summit. Specifically, McAllister demonstrates how with Intel’s OpenVINO™ toolkit, (open visual inference and neural network optimization), you can boost workload performance with easy heterogeneous execution across multiple types of Intel® platforms (CPU, CPU with integrated graphics, FPGAs, and …

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Intel Demonstration of Deep Learning Inference Performance at the Edge with the OpenVINO Toolkit

Saumya Satish, from the Computer Vision team at Intel, delivers a product demonstration at the May 2018 Embedded Vision Summit. Specifically, Satish discusses how developers can build high performance computer vision applications and integrate deep learning inference with Intel’s OpenVINO™ (open visual inference and neural network optimization) toolkit. The toolkit helps streamline deep learning deployments …

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Intel Demonstration of its RealSense Depth Camera D400 Family

Brian Pruitt, Director of Peripheral Segment at Intel, delivers a product demonstration at the May 2018 Embedded Vision Summit. Specifically, Pruitt provides a quick preview of the latest Intel® RealSense™ Depth Technologies, including touching upon the SDK capabilities. To learn more, please visit http://RealSense.intel.com.

Intel Demonstration of Ultra-Low Power Imaging, Vision and Embedded Neural Networks with the Myriad X VPU

Lucian Vancea, Engineering Manager at Intel, demonstrates the company’s latest embedded vision technologies and products at the May 2018 Embedded Vision Summit. Specifically, Vancea presents two live demonstrations of the Intel® Movidius™ Myriad™ X VPU, and its ability to deliver neural network, computer vision and imaging workloads with high performance, and at ultra-low power. Modern …

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“Rethinking Deep Learning: Neural Compute Stick,” a Presentation from Intel

Ashish Pai, Senior Director in the Neural Compute Program at Intel, presents the “Rethinking Deep Learning: Neural Compute Stick” tutorial at the May 2018 Embedded Vision Summit. In July 2017, Intel released the Movidius Neural Compute Stick (NCS)–a first-of-its-kind USB-based device for rapid prototyping and development of inference applications at the edge. NCS is powered …

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“Enabling Software Developers to Harness FPGA Compute Accelerators,” a Presentation from Intel

Bernhard Friebe, Senior Director of Marketing for the Programmable Solutions Group at Intel, presents the “Enabling Software Developers to Harness FPGA Compute Accelerators” tutorial at the May 2018 Embedded Vision Summit. FPGAs play a critical part in heterogeneous compute platforms as flexible, reprogrammable, multi-function accelerators. They enable custom-hardware performance with the programmability of software. The …

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“Enabling Cross-platform Deep Learning Applications with the Intel CV SDK,” a Presentation from Intel

Yury Gorbachev, Principal Engineer and the Lead Architect for the Computer Vision SDK at Intel, presents the “Enabling Cross-platform Deep Learning Applications with the Intel CV SDK” tutorial at the May 2018 Embedded Vision Summit. Intel offers a wide array of processors for computer vision and deep learning at the edge, including CPUs, GPUs, VPUs …

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“Developing Computer Vision Algorithms for Networked Cameras,” a Presentation from Intel

Dukhwan Kim, computer vision software architect at Intel, presents the “Developing Computer Vision Algorithms for Networked Cameras” tutorial at the May 2018 Embedded Vision Summit. Video analytics is one of the key elements in network cameras. Computer vision capabilities such as pedestrian detection, face detection and recognition and object detection and tracking are necessary for …

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“Balancing Safety, Convenience and Privacy in the Era of Ubiquitous Cameras,” a Presentation from Intel

Charlotte Dryden, Director of the Visual Computing Developer Solutions team at Intel, presents the “Balancing Safety, Convenience and Privacy in the Era of Ubiquitous Cameras” tutorial at the May 2018 Embedded Vision Summit. Computer vision-enabled cameras are proliferating rapidly and will soon be ubiquitous – in, on and around vehicles, homes, toys, stores, public transit, …

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OpenVX Implementations Deliver Robust Computer Vision Applications

Key to the widespread adoption of embedded vision is the ease of developing software that runs efficiently on a diversity of hardware platforms, with high performance, low power consumption and cost-effective system resource needs. In the past, this combination of objectives has been a tall order, since it has historically required significant code optimization for …

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OpenVX Enhancements, Optimization Opportunities Expand Vision Software Development Capabilities

Key to the widespread adoption of embedded vision is the ease of developing software that runs efficiently on a diversity of hardware platforms, with high performance, low power consumption and cost-effective system resource needs. In the past, this combination of objectives has been a tall order, since it has historically required significant code optimization for …

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Intel Delivers Best-in-Class Depth Sensing for Makers, Educators and Developers with Intel RealSense D400 Depth Camera Series

Today, Intel began shipping two new Intel® RealSense™ D400 Depth Cameras from the next-generation Intel RealSense D400 product family: the D415 and D435, adding 3D capabilities to any prototype development or end user-ready device or machine. Ideal for makers and educators as well as hardware prototyping and software development, the new depth cameras come in …

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Intel and Mobileye Offer Formula to Prove Safety of Autonomous Vehicles

Speaking today at the World Knowledge Forum in Seoul, South Korea, professor Amnon Shashua, Mobileye CEO and Intel senior vice president, offered the autonomous driving industry a way to prove the safety of autonomous vehicles. His solution, published in an academic paper and a layman’s summary paper, provides a formal, mathematical formula to ensure that …

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Intel Kick-Starts Mobileye Integration with Plans to Build Fleet of 100 L4 Autonomous Test Cars

With the completion of the tender offer of Mobileye, Intel is poised to accelerate its autonomous driving business from car-to-cloud. Mobileye, an Intel Company, will start building a fleet of fully autonomous (level 4 SAE) vehicles for testing in the United States, Israel and Europe. The first vehicles will be deployed later this year, and …

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“Designing Deep Neural Network Algorithms for Embedded Devices,” a Presentation from Intel

Minje Park, Software Engineering Manager at Intel, presents the "Designing Deep Neural Network Algorithms for Embedded Devices" tutorial at the May 2017 Embedded Vision Summit. Deep neural networks have shown state-of-the-art results in a variety of vision tasks. Although accurate, most of these deep neural networks are computationally intensive, creating challenges for embedded devices. In …

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“Designing Deep Neural Network Algorithms for Embedded Devices,” a Presentation from Intel

Minje Park, Software Engineering Manager at Intel, presents the "Designing Deep Neural Network Algorithms for Embedded Devices" tutorial at the May 2017 Embedded Vision Summit. Deep neural networks have shown state-of-the-art results in a variety of vision tasks. Although accurate, most of these deep neural networks are computationally intensive, creating challenges for embedded devices. In …

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“How Intel’s Latest RealSense Technology Can Help Your Embedded Systems See, Navigate, and Understand the Real World,” a Presentation from Intel

Anders Grunnet-Jepsen, CTO and Director of Advanced Technology in the Perceptual Computing Group at Intel, presents the "How Intel’s Latest RealSense Technology Can Help Your Embedded Systems See, Navigate, and Understand the Real World" tutorial at the May 2017 Embedded Vision Summit. Intel’s latest RealSense technology is specifically designed to enable highly sophisticated, low-cost, small …

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“Vision for All?,” a Presentation from Intel

Jeff McVeigh, Vice President in the Software and Services Group and General Manager of visual computing products at Intel, presents the "Vision for All?" tutorial at the May 2017 Embedded Vision Summit. So, you’ve decided to incorporate visual intelligence into your device or application. Will you need a team of computer vision PhDs working for …

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“Making OpenCV Code Run Fast,” a Presentation from Intel

Vadim Pisarevsky, Software Engineering Manager at Intel, presents the "Making OpenCV Code Run Fast" tutorial at the May 2017 Embedded Vision Summit. OpenCV is the de facto standard framework for computer vision developers, with a 16+ year history,  approximately one million lines of code, thousands of algorithms and tens of thousands of unit tests. While …

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“The Battle Between Traditional Algorithms and Deep Learning: The 3 Year Horizon,” a Presentation from Intel’s Movidius Group

Cormac Brick, Director of Machine Intelligence for Intel's Movidius Group, presents the "The Battle Between Traditional Algorithms and Deep Learning: The 3 Year Horizon" tutorial at the May 2017 Embedded Vision Summit. Deep learning techniques are gaining in popularity for many vision tasks. Will they soon dominate every facet of embedded vision? Cormac Brick from …

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Helping Out Reality

This article was originally published at Intel's website. It is reprinted here with the permission of Intel. One day was a summer day like any other summer day. The next, everything had changed. Like swarms, like zombies they came, walking randomly in public places, staring lost into their smart phones, growing increasingly agitated. And then, …

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Vision Processing Opportunities in Virtual Reality

VR (virtual reality) systems are beginning to incorporate practical computer vision techniques, dramatically improving the user experience as well as reducing system cost. This article provides an overview of embedded vision opportunities in virtual reality systems, such as environmental mapping, gesture interface, and eye tracking, along with implementation details. It also introduces an industry alliance …

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Vision Processing Opportunities in Drones

UAVs (unmanned aerial vehicles), commonly known as drones, are a rapidly growing market and increasingly leverage embedded vision technology for digital video stabilization, autonomous navigation, and terrain analysis, among other functions. This article reviews drone market sizes and trends, and then discusses embedded vision technology applications in drones, such as image quality optimization, autonomous navigation, …

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“Dataflow: Where Power Budgets Are Won and Lost,” a Presentation from Movidius

Sofiane Yous, Principal Scientist in the machine intelligence group at Movidius, presents the "Dataflow: Where Power Budgets Are Won and Lost" tutorial at the May 2016 Embedded Vision Summit. This presentation showcases stories from the front lines in the battle between power and performance in embedded vision, deep learning and computational imaging applications. First, Youse …

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“Getting from Idea to Product with 3D Vision,” a Presentation from Intel and MathWorks

Anavai Ramesh, Senior Software Engineer at Intel, and Avinash Nehemiah, Product Marketing Manager for Computer Vision at MathWorks, present the "Getting from Idea to Product with 3D Vision" tutorial at the May 2016 Embedded Vision Summit. To safely navigate autonomously, cars, drones and robots need to understand their surroundings in three dimensions. While 3D vision …

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FPGAs for Deep Learning-based Vision Processing

FPGAs have proven to be a compelling solution for solving deep learning problems, particularly when applied to image recognition. The advantage of using FPGAs for deep learning is primarily derived from several factors: their massively parallel architectures, efficient DSP resources, and large amounts of on-chip memory and bandwidth. An illustration of a typical FPGA architecture …

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Deep Learning for Object Recognition: DSP and Specialized Processor Optimizations

Neural networks enable the identification of objects in still and video images with impressive speed and accuracy after an initial training phase. This so-called "deep learning" has been enabled by the combination of the evolution of traditional neural network techniques, with one latest-incarnation example known as a CNN (convolutional neural network), by the steadily increasing …

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“Accelerating Deep Learning Using Altera FPGAs,” a Presentation from Intel

Bill Jenkins, Senior Product Specialist for High Level Design Tools at Intel, presents the "Accelerating Deep Learning Using Altera FPGAs" tutorial at the May 2016 Embedded Vision Summit. While large strides have recently been made in the development of high-performance systems for neural networks based on multi-core technology, significant challenges in power, cost and, performance …

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“Real-world Vision Systems Design: Challenges and Techniques,” a Presentation from Intel

Yury Gorbachev, Principal Engineer at Itseez (now part of Intel), presents the "Real-world Vision Systems Design: Challenges and Techniques" tutorial at the May 2016 Embedded Vision Summit. Computer vision is central to many modern, cool products and technologies, including augmented reality, virtual reality and drones. Thanks to recent advances in system-on-chip and embedded systems design, …

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Movidius Brings Artificial Vision Intelligence to FLIR Systems’ Latest Thermal Imaging Product

FLIR's New Boson™ Thermal Camera Core to Feature Onboard Visual Intelligence Computing Through Custom Implementation of Myriad 2 VPU SAN MATEO, CA–(Marketwired – Apr 18, 2016) – Movidius, the leader in low-power machine vision, today announced a strategic collaboration with FLIR Systems, a global leader in thermal imaging technology, to bring advanced computer vision capabilities …

Movidius Brings Artificial Vision Intelligence to FLIR Systems’ Latest Thermal Imaging Product Read More +

Efficient Implementation of Neural Network Systems Built on FPGAs, Programmed with OpenCL

This technical article was originally published at Altera's website. It is reprinted here with the permission of Altera. Deep learning neural network systems currently provide the best solution to many large computing problems for image recognition and natural language processing. Neural networks are inspired by biological systems, in particular the human brain; they use conventional …

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OpenCL Streamlines FPGA Acceleration of Computer Vision

The substantial resources available in modern programmable logic devices, in some cases including embedded processor cores, makes them strong candidates for implementing vision-processing functions. The rapidly maturing OpenCL framework enables the rapid and efficient development of programs that execute across programmable logic fabric and other heterogeneous processing elements within a system. As mentioned in the …

OpenCL Streamlines FPGA Acceleration of Computer Vision Read More +

“OpenCV for Embedded: Lessons Learned,” a Presentation from Intel

Yury Gorbachev, Principal Engineer at Itseez (now part of Intel), presents the "OpenCV for Embedded: Lessons Learned" tutorial at the May 2015 Embedded Vision Summit. OpenCV is the most widely used software component library for computer vision. Initially used mainly for algorithm development and prototyping, in recent years OpenCV has also been used extensively for …

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“Efficient Implementation of Convolutional Neural Networks using OpenCL on FPGAs,” a Presentation From Altera

Deshanand Singh, Director of Software Engineering at Altera, presents the "Efficient Implementation of Convolutional Neural Networks using OpenCL on FPGAs" tutorial at the May 2015 Embedded Vision Summit. Convolutional neural networks (CNN) are becoming increasingly popular in embedded applications such as vision processing and automotive driver assistance systems. The structure of CNN systems is characterized …

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Sorting Out Embedded Vision Systems

This article was originally published on June 10, 2015 at Altera's website. It is reprinted here with the permission of Altera. Papers at this year’s Embedded Vision Summit suggested the vast range of ways that embedded systems can employ focused light as an input, and the even vaster range of algorithms and hardware implementations they …

Sorting Out Embedded Vision Systems Read More +

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Smart Exterior Cameras Enhance Vehicle Safety, Security

This article was originally published at John Day's Automotive Electronics News. It is reprinted here with the permission of JHDay Communications. Cameras installed in various locations around a vehicle exterior, in combination with cost-effective, powerful and energy-efficient processors, deliver numerous convenience and protection benefits. The advanced driver assistance systems (ADAS) market is one of the …

Smart Exterior Cameras Enhance Vehicle Safety, Security Read More +

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Smart Exterior Cameras Enhance Vehicle Safety, Security

This article was originally published at John Day's Automotive Electronics News. It is reprinted here with the permission of JHDay Communications. Cameras installed in various locations around a vehicle exterior, in combination with cost-effective, powerful and energy-efficient processors, deliver numerous convenience and protection benefits. The advanced driver assistance systems (ADAS) market is one of the …

Smart Exterior Cameras Enhance Vehicle Safety, Security Read More +

OpenCL Eases Development of Computer Vision Software for Heterogeneous Processors

OpenCL™, a maturing set of programming languages and APIs from the Khronos Group, enables software developers to efficiently harness the profusion of diverse processing resources in modern SoCs, in an abundance of applications including embedded vision. Computer scientists describe computer vision, the use of digital processing and intelligent algorithms to interpret meaning from still and …

OpenCL Eases Development of Computer Vision Software for Heterogeneous Processors Read More +

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OpenCL Eases Development of Computer Vision Software for Heterogeneous Processors

OpenCL™, a maturing set of programming languages and APIs from the Khronos Group, enables software developers to efficiently harness the profusion of diverse processing resources in modern SoCs, in an abundance of applications including embedded vision. Computer scientists describe computer vision, the use of digital processing and intelligent algorithms to interpret meaning from still and …

OpenCL Eases Development of Computer Vision Software for Heterogeneous Processors Read More +

Complex Trends and Challenges in Designing ADAS Systems

This article was originally published at John Day's Automotive Electronics News. It is reprinted here with the permission of JHDay Communications. By Bob Siller Senior Strategic Marketing Manager, Automotive Altera In the race to develop reliable and cost-effective advanced driver assistance systems (ADAS), designers are presented with challenges to integrate functionality, develop scalable platforms and …

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FPGA Programmability and Performance Empower Machine Vision and Surveillance

This is a reprint of an Altera white paper also found here (PDF). Cameras and other equipment used in Surveillance and Machine Vision perform a variety of different tasks, ranging from Image Signal Processing (ISP), Video Transport and Video Format Conversion to Video Compression and Analytics. Video Processing – Today versus Tomorrow The video processing …

FPGA Programmability and Performance Empower Machine Vision and Surveillance Read More +

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