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
“Testing Cloud-to-Edge Deep Learning Pipelines: Ensuring Robustness and Efficiency,” a Presentation from Instrumental
Rustem Feyzkhanov, Staff Machine Learning Engineer at Instrumental, presents the “Testing Cloud-to-Edge Deep Learning Pipelines: Ensuring Robustness and Efficiency” tutorial at the May 2024 Embedded Vision Summit. A cloud-to-edge deep learning pipeline is a fully automated conduit for training and deploying models to the edge. This enables quick model retraining and makes the solution more
TechNexion Demonstration of Eight Framesync Cameras with the NXP i.MX95
John Weber, Business Development Engineer at TechNexion, demonstrates the company’s latest edge AI and vision technologies and products at the September 2024 Edge AI and Vision Alliance Forum. Specifically, Weber demonstrates modular camera products as well as eight framesync cameras using an EDM-IMX95. EDM—IMX95 is an upcoming product in TechNexion’s EDM pin-to-pin product portfolio which
Waveye Demonstration of Ultra-high Resolution LIR Imaging Technology
Levon Budagyan, CEO of Waveye, demonstrates the company’s latest edge AI and vision technologies and products at the September 2024 Edge AI and Vision Alliance Forum. Specifically, Budagyan demonstrates his company’s ultra-high resolution LIR imaging technology, focused on key robotics applications: Robust, privacy-preserving human detection for robots 4D microwave imaging in high resolution for indoor
“Real-time Retail Product Classification on Android Devices Inside the Caper AI Cart,” a Presentation from Instacart
David Scott, Senior Machine Learning Engineer at Instacart, presents the “Real-time Retail Product Classification on Android Devices Inside the Caper AI Cart” tutorial at the May 2024 Embedded Vision Summit. In this talk, Scott explores deploying an embedded computer vision model on Android devices for real-time product classification with the goal of increased customer satisfaction
Nextchip Demonstration of a UHD Camera Reference Design Based On Its APACHE_U ISP
Barry Fitzgerald, local representative for Nextchip, demonstrates the company’s latest edge AI and vision technologies and products at the September 2024 Edge AI and Vision Alliance Forum. Specifically, Fitzgerald demonstrates a UHD camera reference design based on the company’s APACHE_U ISP in conjunction with an 8 Mpixel image sensor from fellow Alliance Member company Samsung.
“Future Radar Technologies and Applications,” a Presentation from IDTechEx
James Jeffs, Senior Technology Analyst at IDTechEx, presents the “Future Radar Technologies and Applications” tutorial at the May 2024 Embedded Vision Summit. Radar has value in a wide range of industries that are embracing automation, from delivery drones to agriculture, each requiring different performance attributes. Autonomous vehicles are perhaps one of the most demanding applications
“Ten Commandments for Building a Vision AI Product,” a Presentation from Hayden AI
Vaibhav Ghadiok, Chief Technology Officer of Hayden AI, presents the “Ten Commandments for Building a Vision AI Product” tutorial at the May 2024 Embedded Vision Summit. Over the past three decades, the convergence of machine learning, big data and enhanced computing power has transformed the field of computer vision from basic image and signal processing
Visionary.ai Demonstration of AI Bayer Denoising Software Delivering Crisp Images at 0.1 LUX
David Jarmon, SVP of Worldwide Sales for Visionary.ai, demonstrates the company’s latest edge AI and vision technologies and products at the September 2024 Edge AI and Vision Alliance Forum. Specifically, Jarmon demonstrates the company’s AI denoising solution—often described as “steroids for cameras”—on Qualcomm’s Snapdragon Gen-3 Android platform. In the demo, Visionary.ai’s real-time AI denoiser allows
Gimlet Labs Demonstration of Instant Deployment of Custom AI to a Device
Natalie Serrino, cofounder of Gimlet Labs, demonstrates the company’s latest edge AI and vision technologies and products at the September 2024 Edge AI and Vision Alliance Forum. Specifically, Serrino demonstrates Gimlet’s capabilities for deploying and monitoring edge AI workloads. She deploys a custom pipeline for hardhat compliance detection to an Intel NUC, and shows live
“Why Amazon Failed and the Future of Computer Vision in Retail,” an Interview with Grabango
Will Glaser, Founder and CEO of Grabango, talks with Junko Yoshida, Editor-in-Chief of the Ojo-Yoshida Report, for the “Why Amazon Failed and the Future of Computer Vision in Retail” interview at the May 2024 Embedded Vision Summit. Grabango’s checkout-free shopping system allows you to shop in grocery and convenience stores without having to scan your
