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Deep Learning on Mobile Devices at the Embedded Vision Summit 2016

This article was originally published at Imagination Technologies' website. It is reprinted here with the permission of Imagination Technologies. It was clear last week at the annual Embedded Vision Summit in Santa Clara that the time of computer vision and deep learning on mobile had finally arrived. Interest in the area is growing noticeably – […]

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“TensorFlow: Enabling Mobile and Embedded Machine Intelligence,” a Presentation from Google

Pete Warden, Research Engineer at Google, presents the "TensorFlow: Enabling Mobile and Embedded Machine Intelligence" tutorial at the May 2016 Embedded Vision Summit. Following a brief overview of the advances in deep learning and AI over the last few years, Pete discusses how Google uses TensorFlow to deploy those advances in products on mobile and

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Video Stabilization Using Computer Vision: Tips and Insights From CEVA’s Experts

This article was originally published at CEVA's website. It is reprinted here with the permission of CEVA. Demand is on the rise for video cameras on moving platforms. Smartphones, wearable devices, cars, and drones are all increasingly employing video cameras with higher resolution and higher frames rates. In all of these cases, the captured video

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Embedded Vision Insights: June 21, 2016 Edition

In this edition of Embedded Vision Insights: New Embedded Vision Summit Content Industrial Applications for Augmented Reality Android Imaging Frameworks Embedded Vision Community Conversations Embedded Vision in the News Upcoming Industry Events LETTER FROM THE EDITOR Dear Colleague, New videos from the recent Embedded Vision Summit focus on advanced driver assistance systems (ADAS), industry standards,

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“How Deep Learning Is Enabling Computer Vision Markets,” a Presentation from Tractica

Bruce Daley, Principal Analyst at Tractica, presents the "How Deep Learning Is Enabling Computer Vision Markets" tutorial at the May 2016 Embedded Vision Summit. Deep learning has emerged as one of the most significant enabling technologies in the world of artificial intelligence (AI) and is beginning to be applied to a variety of business processes

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“Programming Embedded Vision Processors Using OpenVX,” a Presentation from Synopsys

Pierre Paulin, Senior R&D Director for Embedded Vision at Synopsys, presents the "Programming Embedded Vision Processors Using OpenVX" tutorial at the May 2016 Embedded Vision Summit. OpenVX, a new Khronos standard for embedded computer vision processing, defines a higher level of abstraction for algorithm specification, with the goal of enabling platform and tool innovation in

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Imagination’s PowerVR GPU Provides Advanced Graphics in Sunplus’ New Automotive SoC

LONDON, June 16, 2016 (GLOBE NEWSWIRE) — Imagination Technologies (IMG.L) today announced that Sunplus Technology’s latest audio/video processor for automotive applications features advanced graphics enabled by a PowerVR GPU from Imagination. Taiwan-based Sunplus is a leading provider of multimedia IC solutions for the home and automotive markets. Its new SPHE6700 ADAS SoC is targeted at

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Computer Vision for Driver Assistance: More Industry Perspectives

This blog post was originally published at Vision Systems Design's website. It is reprinted here with the permission of PennWell. Back in March, I wrote about ADAS (advanced driver assistance systems), which I noted was "quietly but quite rapidly becoming a huge technology success story." This week, I'm revisiting the topic, along with the related

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Xilinx Broadens the Zynq UltraScale+ MPSoC Family with Streamlined Dual-Core Devices

New devices expand processing scalability within the Zynq UltraScale+ family SAN JOSE, Calif., June 15, 2016 /PRNewswire/ — Xilinx, Inc. (NASDAQ:XLNX) today announced it has added streamlined dual-core members to the Zynq® UltraScale+™ MPSoC family of devices. The new dual-core "CG" family members expand the Zynq MPSoC portfolio scalability, to include dual application and real-time

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“The Vision API Maze: Options and Trade-offs,” a Presentation from the Khronos Group

Neil Trevett, President of the Khronos Group, presents the "Vision API Maze: Options and Trade-offs" tutorial at the May 2016 Embedded Vision Summit. It’s been a busy year in the world of hardware acceleration APIs. Many industry-standard APIs, such as OpenCL and OpenVX, have been upgraded, and the industry has begun to adopt the new

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