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Deep Learning Use Cases for Computer Vision (Download)

Aerospace and Defense, Algorithms, Automotive, Biometrics, Downloads, Edge AI and Vision Alliance, Emotion Discernment, Entertainment, Face Recognition, Industrial Vision (Computer Vision), Information Access and Analytics, Medical, Object Identification, Optical Character Recognition, Retail, Robotics, Security /

Six Deep Learning-Enabled Vision Applications in Digital Media, Healthcare, Agriculture, Retail, Manufacturing, and Other Industries The enterprise applications for deep learning have only scratched the surface of their potential applicability and use cases.  Because it is data agnostic, deep learning is poised to be used in almost every enterprise vertical… Deep Learning Use Cases for […]

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“Augmented Reality for Industrial Productivity,” a Presentation from DAQRI

Algorithms, Augmented Reality, Edge AI and Vision Alliance, Software, Videos /

Wenyi Zhao, Ph.D., Director of the Vision and Sensor Group at DAQRI, delivers the presentation, "Augmented Reality for Industrial Productivity," at the March 2016 Embedded Vision Alliance Member Meeting. Zhao discusses how his firm’s computer-vision-enabled augmented reality helmet is being used to dramatically improve productivity in industrial applications.

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OpenVX Enables Portable, Efficient Vision Software

Algorithms, Articles, BDTI, Cadence, Edge AI and Vision Alliance, Processors, Software, Technical Articles, Tools, VeriSilicon /

OpenVX, a maturing API from the Khronos Group, enables embedded vision application software developers to efficiently harness the various processing resources available in SoCs and systems. Vision technology is now enabling a wide range of products, that are more intelligent and responsive than before, and thus more valuable to users. Such image perception, understanding, and

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“Deep Learning from a Mobile Perspective,” a Presentation from Caffe Developer Yangqing Jia

Algorithms, Downloads, Processors, Software, Tools /

Yangqing Jia created the Caffe framework while a graduate student researcher at UC Berkeley. He later was a member of the Google Brain project and recently joined Facebook, working on various aspects of deep learning research and engineering. At the Alliance’s February 2016 tutorial on deep learning for computer vision using convolutional neural networks and

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Optimizing Fast Fourier Transformation on ARM Mali GPUs

Algorithms, Arm, Articles, Processors, Software, Technical Articles /

This article was originally published at ARM's website. It is reprinted here with the permission of ARM. The Fast Fourier Transformation (FFT) is a powerful tool in signal and image processing. One very valuable optimization technique for this type of algorithm is vectorization. This article discusses the motivation, vectorization techniques and performance of the FFT

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Speeding Up the Fast Fourier Transform Mixed-Radix on Mobile ARM Mali GPUs By Means of OpenCL (Part 3)

Algorithms, Arm, Articles, Processors, Software, Technical Articles /

This article was originally published at ARM's website. It is reprinted here with the permission of ARM. For more information, please see ARM's developer site, which includes a variety of GPU Compute, OpenCL and RenderScript tutorials. In this third and last part of this blog series we are going to extend the mixed-radix FFT OpenCL™

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Speeding Up the Fast Fourier Transform Mixed-Radix on Mobile ARM Mali GPUs By Means of OpenCL (Part 2)

Algorithms, Arm, Articles, Processors, Software, Technical Articles /

This article was originally published at ARM’s website. It is reprinted here with the permission of ARM. For more information, please see ARM’s developer site, which includes a variety of GPU Compute, OpenCL and RenderScript tutorials. Here we are for the second part of our blog series about the OpenCL™ implementation of Complex to Complex

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“A Vision of Safety,” a Presentation from Nauto

Algorithms, Automotive, Edge AI and Vision Alliance, Processors, Sensors and Cameras, Software, Videos /

Stefan Heck of Nauto delivers the presentation, "A Vision of Safety," at the December 2015 Embedded Vision Alliance Member Meeting. Heck explain how his innovative start-up is using embedded vision to bring improved safety to existing vehicles, reducing insurance costs in the process.

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Speeding Up the Fast Fourier Transform Mixed-Radix on Mobile ARM Mali GPUs By Means of OpenCL (Part 1)

Algorithms, Arm, Articles, Processors, Software, Technical Articles /

This article was originally published at ARM's website. It is reprinted here with the permission of ARM. For more information, please see ARM's developer site, which includes a variety of GPU Compute, OpenCL and RenderScript tutorials. This is the first article of three that will focus on the implementation of Fast Fourier Transform (FFT) using

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“Assistive Technology for the Visually Impaired,” a Presentation from UC Santa Cruz

Algorithms, Medical, Object Identification, Processors, Sensors and Cameras, Software, Videos /

Professor Roberto Manduchi of U.C. Santa Cruz delivers the presentation, "Assistive Technology for the Visually Impaired," at the December 2015 Embedded Vision Alliance Member Meeting. Professor Manduchi explores how embedded vision is being used to assist visually impaired individuals.

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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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