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How Netrolix AI-WAN* Makes Wide-Area Networking More Secure
Introduction – Wide-Area Networks (WAN) Contribution to the Growing Attack SurfaceIt is often said that complexity is the enemy of security. The reason for this is very simple.Attackers work by...
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Keras* Implementation of Siamese-like Networks
AbstractDeep learning has revolutionized the field of machine learning. Convolutional Neural Networks (CNNs) have become very popular for solving problems related to image recognition, image...
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Performance, Methods, and Practices of DirectX* 11 Multithreaded Rendering
AbstractRendering is usually the main performance bottleneck of PC games on the CPU; multithreaded rendering is an effective way to eliminate the bottleneck. This article investigates the performance...
View ArticleIntel® System Studio - Download and Install Intel® C++ Compiler
Intel® C++ Compiler, known as icc, is the high performance compiler which can be used to build and optimize your C/C++ project. The icc is distributed as part of Intel® System Studio product....
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Understanding Capsule Network Architecture
Capsule networks (CapsNet) are the new architecture in neural networks, an advanced approach to previous neural network designs, particularly for computer vision tasks. To date, convolutional neural...
View ArticleIntel® Math Kernel Library (Intel® MKL) 2019 System Requirements
Operating System RequirementsThe Intel MKL 2019 release supports the IA-32 and Intel® 64 architectures. For a complete explanation of these architecture names please read the following article:Intel...
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Reducing False Negatives in the Invasive Ductal Carcinoma Classifier
AbstractThe Intel AI DevJam Demo project, Reducing False Negatives in the Invasive Ductal Carcinoma (IDC) Classifier, provides the source codes and tutorials for setting up the project that will be...
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Improving Cycle-GAN using Intel® AI DevCloud
IntroductionIn this article, we will see some scope for optimization in Cycle-GAN for unpaired image-to-image translation, and come up with a new architecture. Also, we will dive deeper into using...
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Using Modern C++ Techniques to Enhance Multi-core Optimizations
With multi-core processors now common place in PCs, and core counts continually climbing, software developers must adapt. By learning to tackle potential performance bottlenecks and issues with...
View ArticleCode Sample: Multicore Photo Editing
File(s):DownloadLicense:Intel Sample Source Code License AgreementOptimized for... OS:Windows® 10Hardware:N/ASoftware:(Programming Language, tool, IDE, Framework)C++, C#, Microsoft Visual...
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Developer Success Stories Library
Intel® Parallel Studio XE | Intel® System Studio | Intel® Media Server StudioIntel® Advisor | OpenVINO™ Toolkit | Intel® Data Analytics Acceleration Library Intel® Distribution for Python* | Intel®...
View ArticleIntel® Graphics Performance Analyzers (Intel® GPA) 2018 R2 Release Notes
Thank you for choosing the Intel® Graphics Performance Analyzers (Intel® GPA), available as a standalone product and as part of Intel® System Studio.ContentsIntroductionWhat's NewSystem Requirements...
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Explore the Possibilities of Generative Modeling
Investigation into the capabilities of GANs, conducted by Intel Student Ambassador Prajjwal Bhargava, provides insights into using Intel® architecture-based frameworks to understand and create...
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Part 1: Using Transfer Learning to Introduce Generalization in Models
Source: distill.pub Author’s note: The research was conducted using Intel® AI DevCloud, a cloud-hosted hardware and software platform available for developers, researchers and startups to learn,...
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Expanding the Possibilities of Computer Vision with AI
The benefits and possibilities of computer vision are amplified and expanded through a generous influx of AI and IoT technologies.“The computer vision market will include a mix of consumer-facing...
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Visionary AI Explorations: From Finding Moon Resources to Design to Tracking...
"[Scientists] gathering of data far outpaces their ability to make sense of it. The data NASA collects far exceeds its ability to understand. The research world usually has less access to the latest...
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Get Started With Unity* Machine Learning Using Intel® Distribution for...
AbstractThis article will show game developers how to use reinforcement learning to create better artificial intelligence (AI) behavior. Using Intel® Distribution for Python—an improved version of the...
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Using Intel® Xeon® processors for Multi-node Scaling of TensorFlow* with...
TensorFlow* is one of the leading Deep Learning (DL) and machine learning frameworks today. In 2017, Intel worked with Google* to incorporate optimizations for Intel® Xeon® processor-based platforms...
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Use Machine Learning to Detect Defects on the Steel Surface
DefinitionProject overviewSurface quality is the essential parameter for steel sheet. In the steel industry, manual defect inspection is a tedious assignment. Consequently, it is difficult to guarantee...
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Exciting Innovations Showcased at Unity* Unite Beijing 2018
Unity* Unite events continue to grow in popularity, drawing developers from around the globe in increasing numbers. Having already visited Seoul and Tokyo this year, the event moved to Beijing in May,...
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