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Data Sets for Machine Learning Model Training

AImotive, Algorithms, Articles, BDTI, Edge AI and Vision Alliance, iMerit, LUXOFT, Object Identification, Processors, Software, Technical Articles, Tools /

Deep learning and other machine learning techniques have rapidly become a transformative force in computer vision. Compared to conventional computer vision techniques, machine learning algorithms deliver superior results on functions such as recognizing objects, localizing objects within a frame, and determining which pixels belong to which object. Even problems like optical flow and stereo correspondence, […]

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Implementing Vision with Deep Learning in Resource-constrained Designs

Algorithms, Articles, Au-Zone Technologies, BDTI, Edge AI and Vision Alliance, Processors, Software, Synopsys, Technical Articles, Tools /

DNNs (deep neural networks) have transformed the field of computer vision, delivering superior results on functions such as recognizing objects, localizing objects within a frame, and determining which pixels belong to which object. Even problems like optical flow and stereo correspondence, which had been solved quite well with conventional techniques, are now finding even better

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Computer Vision in Surround View Applications

Algorithms, AMD, Articles, Automotive, Edge AI and Vision Alliance, Entertainment, Processors, Sensors and Cameras, Software, Technical Articles, Tools, videantis /

The ability to "stitch" together (offline or in real-time) multiple images taken simultaneously by multiple cameras and/or sequentially by a single camera, in both cases capturing varying viewpoints of a scene, is becoming an increasingly appealing (if not necessary) capability in an expanding variety of applications. High quality of results is a critical requirement, one

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“Update on Khronos Standards for Vision and Machine Learning,” a Presentation from the Khronos Group

Algorithms, Edge AI and Vision Alliance, Processors, Software, Tools, Videos /

Neil Trevett, President of the Khronos Group, delivers the presentation "Update on Khronos Standards for Vision and Machine Learning" at the Embedded Vision Alliance's December 2017 Vision Industry and Technology Forum. Trevett shares updates on recent, current and planned Khronos standardization activities aimed at streamlining the deployment of embedded vision and AI.

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“The Reverse Factory: Embedded Vision in High-Volume Laboratory Applications,” a Presentation from tec-connection

Algorithms, Edge AI and Vision Alliance, Medical, Processors, Software, Tools, Videos /

Dr. Patrick Courtney, MBA, of tec-connection and the Standards in Laboratory Automation (SiLA) Consortium delivers the presentation "The Reverse Factory: Embedded Vision in High-Volume Laboratory Applications" at the Embedded Vision Alliance's September 2017 Vision Industry and Technology Forum. In his presentation, Courtney covers the following topics: Motivation: the need and the market Big applications today:

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“Using Vision to Collect Rich Data in the Moment of Truth for Retail Analytics and Market Research,” a Presentation from GfK

Algorithms, Edge AI and Vision Alliance, Emotion Discernment, Face Detection, Processors, Retail, Sensors and Cameras, Software, Tools, Videos /

Dr. Anja Dieckmann of GfK Verein and Markus Iwanczok of GfK SE deliver the presentation "Using Vision to Collect Rich Data in the Moment of Truth for Retail Analytics and Market Research" at the Embedded Vision Alliance's September 2017 Vision Industry and Technology Forum. In their presentation, Dieckmann and Iwanczok cover the following topics: Market

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“Methods for Understanding How Deep Neural Networks Work,” a Presentation from Fraunhofer

Algorithms, Edge AI and Vision Alliance, Processors, Software, Tools, Videos /

Dr. Wojciech Samek of the Fraunhofer Heinrich Hertz Institute delivers the presentation "Methods for Understanding How Deep Neural Networks Work" at the Embedded Vision Alliance's September 2017 Vision Industry and Technology Forum. In his presentation, Dr. Samek covers the following topics: Unbeatable AI systems Deep neural network overview Opening the "black box" Summary

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“Using Drones with Embedded Vision to Safeguard Vineyard Health,” a Presentation from Chouette

Aerospace and Defense, Algorithms, Edge AI and Vision Alliance, Sensors and Cameras, Software, Tools, Videos /

Charles Nespoulous of Chouette delivers the presentation "Using Drones with Embedded Vision to Safeguard Vineyard Health" at the Embedded Vision Alliance's September 2017 Vision Industry and Technology Forum. In his presentation, Nespoulous covers the following topics: Viticulture challenges The precision viticulture solution Chouette overview Implementation challenges Chouette's implementation approach Business model Future challenges

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“Introduction to Light Field Imaging,” a Presentation from Bosch

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

Dr. Christian Perwass of Bosch delivers the presentation "Introduction to Light Field Imaging" at the Embedded Vision Alliance's September 2017 Vision Industry and Technology Forum. In his presentation, Dr. Perwass discusses light field imaging's uniqueness, applicability, and implementation challenges and solutions.

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“The Evolution of Depth Sensing: From Exotic to Ubiquitous,” a Presentation from 8tree

8tree, Aerospace and Defense, Algorithms, Augmented Reality, Processors, Sensors and Cameras, Software, Tools, Videos /

Erik Klaas of 8tree delivers the presentation "The Evolution of Depth Sensing: From Exotic to Ubiquitous" at the Embedded Vision Alliance's September 2017 Vision Industry and Technology Forum. In his presentation, Klaas covers the following topics: Why is metrology important? Categorization of common methodologies for dimensional measurements Examples and applications of image-based dimensional measurement Market

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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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