Videos on Edge AI and Visual Intelligence
We hope that the compelling AI and visual intelligence case studies that follow will both entertain and inspire you, and that you’ll regularly revisit this page as new material is added. For more, monitor the News page, where you’ll frequently find video content embedded within the daily writeups.
Alliance Website Videos
“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
“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
“Deep Neural Network Training: Diagnosing Problems and Implementing Solutions,” a Presentation from Sensor Cortek
Fahed Hassanat, Chief Operating Officer and Head of Engineering at Sensor Cortek, presents the “Deep Neural Network Training: Diagnosing Problems and Implementing Solutions” tutorial at the May 2023 Embedded Vision Summit. In this presentation, Hassanat delves into some of the most common problems that arise when training deep neural networks.… “Deep Neural Network Training: Diagnosing
“AI Start-ups: The Perils of Fishing for Whales (War Stories from the Entrepreneurial Front Lines),” a Presentation from SeeChange Technologies
Tim Hartley, Vice President of Product for SeeChange Technologies, presents the “AI Start-ups: The Perils of Fishing for Whales (War Stories from the Entrepreneurial Front Lines)” tutorial at the May 2023 Embedded Vision Summit. You have a killer idea that will change the world. You’ve thought through product-market fit and… “AI Start-ups: The Perils of
“A Computer Vision System for Autonomous Satellite Maneuvering,” a Presentation from SCOUT Space
Andrew Harris, Spacecraft Systems Engineer at SCOUT Space, presents the “Developing a Computer Vision System for Autonomous Satellite Maneuvering” tutorial at the May 2023 Embedded Vision Summit. Computer vision systems for mobile autonomous machines experience a wide variety of real-world conditions and inputs that can be challenging to capture accurately… “A Computer Vision System for
“Bias in Computer Vision—It’s Bigger Than Facial Recognition!,” a Presentation from Santa Clara University
Susan Kennedy, Assistant Professor of Philosophy at Santa Clara University, presents the “Bias in Computer Vision—It’s Bigger Than Facial Recognition!” tutorial at the May 2023 Embedded Vision Summit. As AI is increasingly integrated into various industries, concerns about its potential to reproduce or exacerbate bias have become widespread. While the… “Bias in Computer Vision—It’s Bigger
“Sensor Fusion Techniques for Accurate Perception of Objects in the Environment,” a Presentation from the Sanborn Map Company
Baharak Soltanian, Vice President of Research and Development for the Sanborn Map Company, presents the “Sensor Fusion Techniques for Accurate Perception of Objects in the Environment” tutorial at the May 2023 Embedded Vision Summit. Increasingly, perceptual AI is being used to enable devices and systems to obtain accurate estimates of… “Sensor Fusion Techniques for Accurate
“Updating the Edge ML Development Process,” a Presentation from Samsara
Jim Steele, Vice President of Embedded Software at Samsara, presents the “Updating the Edge ML Development Process” tutorial at the May 2023 Embedded Vision Summit. Samsara (NYSE:IOT) is focused on digitizing the world of operations. The company helps customers across many industries—including food and beverage, utilities and energy, field services… “Updating the Edge ML Development
“Combating Bias in Production Computer Vision Systems,” a Presentation from Red Cell Partners
Alex Thaman, Chief Architect at Red Cell Partners, presents the “Combating Bias in Production Computer Vision Systems” tutorial at the May 2023 Embedded Vision Summit. Bias is a critical challenge in predictive and generative AI that involves images of humans. People have a variety of body shapes, skin tones and… “Combating Bias in Production Computer
“Developing an Embedded Vision AI-powered Fitness System,” a Presentation from Peloton Interactive
Sanjay Nichani, Vice President for Artificial Intelligence and Computer Vision at Peloton Interactive, presents the “Developing an Embedded Vision AI-powered Fitness System” tutorial at the May 2023 Embedded Vision Summit. The Guide is Peloton’s first strength-training product that runs on a physical device and also the first that uses AI… “Developing an Embedded Vision AI-powered
