Fundamentals

“Multi-object Tracking Systems,” a Presentation from Tryolabs

Algorithms, Edge AI and Vision Alliance, Object Identification, Object Tracking, Software, Summit 2024, Tools, Videos /

Javier Berneche, Senior Machine Learning Engineer at Tryolabs, presents the “Multiple Object Tracking Systems” tutorial at the May 2024 Embedded Vision Summit. Object tracking is an essential capability in many computer vision systems, including applications in fields such as traffic control, self-driving vehicles, sports and more. In this talk, Berneche… “Multi-object Tracking Systems,” a Presentation […]

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“Introduction to Cameras for Embedded Applications,” a Presentation from SensorSpace

Edge AI and Vision Alliance, Sensors and Cameras, Summit 2024, Videos /

Brian Rodricks, CTO of SensorSpace, presents the “Introduction to Cameras for Embedded Applications” tutorial at the May 2024 Embedded Vision Summit. In this presentation, Rodricks introduces the essential features of cameras for embedded vision applications. He explains lens mounts and camera interface options such as MIPI, USB and GigE. He… “Introduction to Cameras for Embedded

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“Introduction to Modern Radar for Machine Perception,” a Presentation from Sensor Cortek

Edge AI and Vision Alliance, Object Identification, Object Tracking, Sensors and Cameras, Summit 2024, Videos /

Robert Laganière, Professor at the University of Ottawa and CEO of Sensor Cortek, presents the “Introduction to Modern Radar for Machine Perception” tutorial at the May 2024 Embedded Vision Summit. In this presentation, Laganière provides an introduction to radar (short for radio detection and ranging) for machine perception. Radar is… “Introduction to Modern Radar for

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“Diagnosing Problems and Implementing Solutions for Deep Neural Network Training,” a Presentation from Sensor Cortek

Algorithms, Software, Summit 2024, Tools, Videos /

Fahed Hassanat, COO and Head of Engineering at Sensor Cortek, presents the “Deep Neural Network Training: Diagnosing Problems and Implementing Solutions” tutorial at the May 2024 Embedded Vision Summit. In this presentation, Hassanat delves into some of the most common problems that arise when training deep neural networks. He provides… “Diagnosing Problems and Implementing Solutions

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“Seeing Through Machines: A Guide to Image Sensors for Edge AI Applications,” a Presentation from SEEdar Consulting

Edge AI and Vision Alliance, Sensors and Cameras, Summit 2024, Videos /

Armita Abadian, Advisor to SEEdar Consulting, presents the “Seeing Through Machines: A Guide to Image Sensors for Edge AI Applications” tutorial at the May 2024 Embedded Vision Summit. Imagine a robot navigating a busy factory floor, a self-driving car detecting obstacles on the road or a security system accurately recognizing… “Seeing Through Machines: A Guide

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“Transformer Networks: How They Work and Why They Matter,” a Presentation from Ryddle AI

Algorithms, Edge AI and Vision Alliance, Software, Summit 2024, Tools, Videos /

Rakshit Agrawal, Co-Founder and CEO of Ryddle AI, presents the “Transformer Networks: How They Work and Why They Matter” tutorial at the May 2024 Embedded Vision Summit. Transformer neural networks have revolutionized artificial intelligence by introducing an architecture built around self-attention mechanisms. This has enabled unprecedented advances in understanding sequential… “Transformer Networks: How They Work

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“Introduction to Depth Sensing,” a Presentation from Meta

Algorithms, Edge AI and Vision Alliance, Processors, Sensors and Cameras, Software, Summit 2024, Tools, Videos /

Harish Venkataraman, Depth Cameras Architecture and Tech Lead at Meta, presents the “Introduction to Depth Sensing” tutorial at the May 2024 Embedded Vision Summit. We live in a three-dimensional world, and the ability to perceive in three dimensions is essential for many systems. In this talk, Venkataraman introduced the main… “Introduction to Depth Sensing,” a

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“Introduction to Computer Vision with Convolutional Neural Networks,” a Presentation from eBay

Algorithms, Edge AI and Vision Alliance, Software, Summit 2024, Tools, Videos /

Mohammad Haghighat, Senior Manager for CoreAI at eBay, presents the “Introduction to Computer Vision with Convolutional Neural Networks” tutorial at the May 2024 Embedded Vision Summit. This presentation covers the basics of computer vision using convolutional neural networks. Haghighat begins by introducing some important conventional computer vision techniques and then… “Introduction to Computer Vision with

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“The Fundamentals of Training AI Models for Computer Vision Applications,” a Presentation from GMAC Intelligence

Algorithms, GMAC Intelligence, Software, Summit 2024, Tools, Videos /

Amit Mate, Founder and CEO of GMAC Intelligence, presents the “Fundamentals of Training AI Models for Computer Vision Applications” tutorial at the May 2024 Embedded Vision Summit. In this presentation, Mate introduces the essential aspects of training convolutional neural networks (CNNs). He discusses the prerequisites for training, including models, data… “The Fundamentals of Training AI

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“An Introduction to Semantic Segmentation,” a Presentation from Au-Zone Technologies

Algorithms, Au-Zone Technologies, Automotive, Object Identification, Object Tracking, Software, Summit 2024, Tools, Videos /

Sébastien Taylor, Vice President of Research and Development for Au-Zone Technologies, presents the “Introduction to Semantic Segmentation” tutorial at the May 2024 Embedded Vision Summit. Vision applications often rely on object detectors, which determine the nature and location of objects in a scene. But many vision applications require a different… “An Introduction to Semantic Segmentation,”

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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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