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Edge AI and Vision Alliance

“Selecting Tools for Developing, Monitoring and Maintaining ML Models,” a Presentation from Yummly

Parshad Patel, Data Scientist at Yummly, presents the “Selecting Tools for Developing, Monitoring and Maintaining ML Models” tutorial at the May 2023 Embedded Vision Summit. With the boom in tools for developing, monitoring and maintaining ML models, data science teams have many options to choose from. Proprietary tools provided by… “Selecting Tools for Developing, Monitoring […]

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“Building Accelerated GStreamer Applications for Video and Audio AI,” a Presentation from Wave Spectrum

Abdo Babukr, Accelerated Computing Consultant at Wave Spectrum, presents the “Building Accelerated GStreamer Applications for Video and Audio AI,” tutorial at the May 2023 Embedded Vision Summit. GStreamer is a popular open-source framework for creating streaming media applications. Developers often use GStreamer to streamline the development of computer vision and… “Building Accelerated GStreamer Applications for

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“Understanding, Selecting and Optimizing Object Detectors for Edge Applications,” a Presentation from Walmart Global Tech

Md Nasir Uddin Laskar, Staff Machine Learning Engineer at Walmart Global Tech, presents the “Understanding, Selecting and Optimizing Object Detectors for Edge Applications” tutorial at the May 2023 Embedded Vision Summit. Object detectors count objects in a scene and determine their precise locations, while also labeling them. Object detection plays… “Understanding, Selecting and Optimizing Object

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“Vision-language Representations for Robotics,” a Presentation from the University of Pennsylvania

Dinesh Jayaraman, Assistant Professor at the University of Pennsylvania, presents the “Vision-language Representations for Robotics” tutorial at the May 2023 Embedded Vision Summit. In what format can an AI system best present what it “sees” in a visual scene to help robots accomplish tasks? This question has been a long-standing… “Vision-language Representations for Robotics,” a

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“Introduction to Modern LiDAR for Machine Perception,” a Presentation from the University of Ottawa

Robert Laganière, Professor at the University of Ottawa and CEO of Sensor Cortek, presents the “Introduction to Modern LiDAR for Machine Perception” tutorial at the May 2023 Embedded Vision Summit. In this presentation, Laganière provides an introduction to light detection and ranging (LiDAR) technology. He explains how LiDAR sensors work… “Introduction to Modern LiDAR for

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“ADAS: What’s Working and What Isn’t?,” An Interview by the Ojo-Yoshida Report with TechInsights

Ian Riches, Vice President of the Global Automotive Practice for TechInsights, talks with Junko Yoshida Editor-in-Chief of the Ojo-Yoshida Report, for the “ADAS: What’s Working and What Isn’t?” interview at the May 2023 Embedded Vision Summit. This engaging onstage interview delves into the latest developments and most important trends in… “ADAS: What’s Working and What

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“ADAS and AV Sensors: What’s Winning and Why?,” a Presentation from TechInsights

Ian Riches, Vice President of the Global Automotive Practice at TechInsights, presents the “ADAS and AV Sensors: What’s Winning and Why?” tutorial at the May 2023 Embedded Vision Summit. It’s clear that the number of sensors per vehicle—and the sophistication of these sensors—is growing rapidly, largely thanks to increased adoption… “ADAS and AV Sensors: What’s

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“Computer Vision in Sports: Scalable Solutions for Downmarkets,” a Presentation from Sportlogiq

Mehrsan Javan, Co-founder and CTO of Sportlogiq, presents the “Computer Vision in Sports: Scalable Solutions for Downmarket Leagues” tutorial at the May 2023 Embedded Vision Summit. Sports analytics is about observing, understanding and describing the game in an intelligent manner. In practice, this requires a fully automated, robust end-to-end pipeline,… “Computer Vision in Sports: Scalable

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Edge AI and Vision Insights: October 25, 2023 Edition

LETTER FROM THE EDITOR Dear Colleague, I’m excited to announce the inaugural AI Innovation Awards, brought to you by the Edge AI and Vision Alliance. The awards celebrate groundbreaking end products powered by edge AI and vision technologies. If you know of an end product introduced in the last year that fits the bill, nominate

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“Detecting Data Drift in Image Classification Neural Networks,” a Presentation from Southern Illinois University Carbondale

Spyros Tragoudas, Professor and School Director at Southern Illinois University Carbondale, presents the “Detecting Data Drift in Image Classification Neural Networks” tutorial at the May 2023 Embedded Vision Summit. An unforeseen change in the input data is called “drift,” and may impact the accuracy of machine learning models. In this talk, Tragoudas presents a novel

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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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