Blog Posts

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 OpenVINOâ„¢ 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. […]

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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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Codeplay’s Contribution to DPC++ Brings SYCL Support for NVIDIA GPUs

This blog post was originally published at Codeplay Software’s website. It is reprinted here with the permission of Codeplay Software. Codeplay has been a part of the SYCLâ„¢ community from the beginning, and our team has worked with peers from some of the largest semiconductor vendors including Intel and Xilinx for the past 5 years

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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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Getting the Word Out On MPEG7/VCM for Vision Based Applications using AI (Edge & Cloud)

Computer vision technology is poised for incredible growth across nearly all applications. Machine-to-Machine (M2M) connections and human-machine (H2M) vision will represent the greatest usage of Internet video traffic. Visual intelligence is being incorporated into new products and practical applications, including automotive, smart cites, security and surveillance, consumer electronics, industrial, health, retail and beyond. Early this

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Int4 Precision for AI Inference

This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. If there’s one constant in AI and deep learning, it’s never-ending optimization to wring every possible bit of performance out of a given platform. Many inference applications benefit from reduced precision, whether it’s mixed precision for recurrent

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Why Your DL Accelerator Should Be Replaced

This blog post was originally published at videantis' website. It is reprinted here with the permission of videantis. Intelligence is quickly being added to all our electronics devices. Whether it’s our vehicles that automatically brake when things get dangerous, our phone’s cameras that ensure every picture we take looks great, or our datacenters that need

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Automatic Defect Inspection Using the NVIDIA End-to-End Deep Learning Platform

This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. Quality requirements for manufacturers are increasing to meet customer demands. Manual inspection is usually required to guarantee product quality, but this requires significant cost and can result in production bottlenecks, lowered productivity, and reduced efficiency.  Defect inspection

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Here you’ll find a wealth of practical technical insights and expert advice to help you bring AI and visual intelligence into your products without flying blind.

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