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

Blog Posts, Intel, Privacy / February 25, 2020

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

Algorithms, Blog Posts, Codeplay Software, Software, Tools / February 5, 2020

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 SYCL™ 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

Blog Posts, Intel, Privacy / February 13, 2020

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)

Blog Posts, Gyrfalcon Technology / February 5, 2020

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

Blog Posts, NVIDIA / February 5, 2020

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

Blog Posts, videantis / February 5, 2020

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

Blog Posts, NVIDIA / February 6, 2020

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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Deep Learning Economies of Scale: How Real-World Computer Vision is Changing

BDTI, Blog Posts / February 6, 2020

This article was originally published by BDTI. It is reprinted here with the permission of BDTI. When we launched the Embedded Vision Alliance in 2011, we did so out of the conviction that computer vision was ready to become a ubiquitous technology that would be used to solve numerous important, real-world problems. And, indeed, it’s …

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