Technical Articles

2017-blog-december-machine-learning-2

Machine Learning’s Fragmentation Problem — and the Solution from Khronos

Articles, Edge AI and Vision Alliance, Technical Articles /

This blog post was originally published at Alliance partner organization Khronos' website. It is reprinted here with the permission of the Khronos Group. There is a wide range of open-source deep learning training networks available today offering researchers and designers plenty of choice when they are setting up their project. Caffe, Tensorflow, Chainer, Theano, Caffe2, […]

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Smart Watch, Smart Home, Smart City – How the Internet of Things Helps Shape the Future

Articles, Basler, Technical Articles /

This article was originally published at Basler's website. It is reprinted here with the permission of Basler. Electronic devices are getting smarter each day: We use Smart Watches that don’t just tell us what time it is, but also make sure that we get enough exercise while staying up to date with the latest news

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BOSCH Visiontec Brings Innovative Automotive IP to Market Fast Using High-Level Synthesis

Articles, Siemens, Technical Articles /

This article was originally published at Mentor's website. It is reprinted here with the permission of Mentor. In the world-class setting of France’s Sophia Antipolis science park, the BOSCH® Visiontec team innovates assisted and autonomous driving technology. This team develops state-of-the-art IP and ICs containing high-performance processors that implement algorithms to recognize images from cameras

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Stereo Vision: Facing the Challenges and Seeing the Opportunities for ADAS Applications

Algorithms, Articles, Automotive, Object Identification, Object Tracking, Processors, Sensors and Cameras, Software, Technical Articles, Texas Instruments, Tools /

This technical article was originally published on Texas Instruments' website (PDF). It is reprinted here with the permission of Texas Instruments. Introduction Cameras are the most precise mechanisms used to capture accurate data at high resolution. Like human eyes, cameras capture the resolution, minutiae and vividness of a scene with such beautiful detail that no

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The Flying Eye

Articles, IDS, Technical Articles /

This article was originally published at IDS Imaging's website. It is reprinted here with the permission of IDS Imaging. Besides 3D and robot vision, embedded vision is one of the latest hot topics in machine vision. This is because without real-time machine vision, there would be no such thing as autonomous transport systems and robots

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Beyond-visible Light Applications in Computer Vision

Aerospace and Defense, Algorithms, Allied Vision, Articles, Edge AI and Vision Alliance, Industrial Vision (Computer Vision), Processors, Security, Sensors and Cameras, Software, Technical Articles, Tools, XIMEA /

Computer vision systems aren’t necessarily restricted to solely analyzing the portion of the electromagnetic spectrum that is visually perceivable by humans. Expanding the analysis range to encompass the infrared and/or ultraviolet spectrum, either broadly or selectively and either solely or in conjunction with visible spectrum analysis, can be of great benefit in a range of

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Use a Camera Model to Accelerate Camera System Design

Articles, Edge AI and Vision Alliance, Technical Articles /

This blog post was originally published by Twisthink. It is reprinted here with the permission of Twisthink. The exciting world of embedded cameras is experiencing rapid growth. Digital-imaging technology is being integrated into a wide range of new products and systems. Embedded cameras are becoming widely adopted in the automotive market, security and surveillance markets,

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Visual Intelligence Opportunities in Industry 4.0

Algorithms, AMD, Articles, Basler, Edge AI and Vision Alliance, Industrial Vision (Computer Vision), MVTec, Processors, Sensors and Cameras, Software, Technical Articles, Tools /

In order for industrial automation systems to meaningfully interact with the objects they're identifying, inspecting and assembling, they must be able to see and understand their surroundings. Cost-effective and capable vision processors, fed by depth-discerning image sensors and running robust software algorithms, continue to transform longstanding industrial automation aspirations into reality. And, with the emergence

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The Evolution of Deep Learning for ADAS Applications

Articles, Synopsys, Technical Articles /

This technical article was originally published at Synopsys' website. It is reprinted here with the permission of Synopsys. Embedded vision solutions will be a key enabler for making automobiles fully autonomous. Giving an automobile a set of eyes – in the form of multiple cameras and image sensors – is a first step, but it

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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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