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

“Making Alexa More Ambiently Intelligent with Computer Vision,” a Presentation from Amazon
Michael Giannangeli, Senior Manager of Product Management for Alexa Devices at Amazon, presents the “Making Alexa More Ambiently Intelligent with Computer Vision,” tutorial at the May 2024 Embedded Vision Summit. This presentation takes a behind-the-scenes look at the development and launch of adaptive content on Alexa Devices, which uses computer vision to adjust the on-screen

“Harm and Bias Evaluation and Solution for Adobe Firefly,” a Presentation from Adobe
Rebecca Li, Machine Learning Engineering Manager at Adobe, presents the “Harm and Bias Evaluation and Solution for Adobe Firefly” tutorial at the May 2024 Embedded Vision Summit. In this talk, Dr. Li explores the comprehensive approach Adobe has taken to mitigate harm and bias for Firefly, Adobe’s groundbreaking AI art generation tool, integrating AI ethics

“Enabling Smart Retail with Visual AI,” a Presentation from 365 Retail Markets
Himanshu Vajaria, Engineering Manager at 365 Retail Markets, presents the “Enabling Smart Retail with Visual AI” tutorial at the May 2024 Embedded Vision Summit. Automated checkout systems are on the rise—preferred by customers and businesses alike. However, most systems rely on the customer scanning one product at a time and identify the product using a

May 2024 Embedded Vision Summit Vision Tank Competition Finalist Presentations
Patrick Lohman, CEO and Co-Founder of Cloneable, Nasim Sahraei, Chief Product Officer at Edgehog Advanced Technologies, Brad Chisum, CEO of eyepop.ai, Kwabena Agyeman, President and CEO of OpenMV, and Gor Hakobyan, CTO of Waveye, deliver their Vision Tank finalist presentations at the May 2024 Embedded Vision Summit. The Vision Tank introduces companies that incorporate visual

“Multimodal LLMs at the Edge: Are We There Yet?,” An Embedded Vision Summit Expert Panel Discussion
Sally Ward-Foxton, Senior Reporter at EE Times, moderates the “Multimodal LLMs at the Edge: Are We There Yet?” Expert Panel at the May 2024 Embedded Vision Summit. Other panelists include Adel Ahmadyan, Staff Engineer at Meta Reality Labs, Jilei Hou, Vice President of Engineering and Head of AI Research at Qualcomm Technologies, Pete Warden, CEO

May 2024 Embedded Vision Summit Opening Remarks (May 23)
Jeff Bier, Founder of the Edge AI and Vision Alliance, welcomes attendees to the May 2024 Embedded Vision Summit on May 23, 2024. Bier provides an overview of the edge AI and vision market opportunities, challenges, solutions and trends. He also introduces the Edge AI and Vision Alliance and the resources it offers for both

May 2024 Embedded Vision Summit Opening Remarks (May 22)
Jeff Bier, Founder of the Edge AI and Vision Alliance, welcomes attendees to the May 2024 Embedded Vision Summit on May 22, 2024. Bier provides an overview of the edge AI and vision market opportunities, challenges, solutions and trends. He also introduces the Edge AI and Vision Alliance and the resources it offers for both

“Understand the Multimodal World with Minimal Supervision,” a Keynote Presentation from Yong Jae Lee
Yong Jae Lee, Associate Professor in the Department of Computer Sciences at the University of Wisconsin-Madison and CEO of GivernyAI, presents the “Learning to Understand Our Multimodal World with Minimal Supervision” tutorial at the May 2024 Embedded Vision Summit. The field of computer vision is undergoing another profound change. Recently, “generalist” models have emerged that

“Market and Technology Trends in Automotive ADAS,” a Presentation from the Yole Group
Florian Domengie, Senior Technology and Market Analyst at the Yole Group, presents the “Market and Technology Trends in Automotive ADAS” tutorial at the May 2024 Embedded Vision Summit. In this talk, Domengie takes an in-depth look at the rapidly advancing and fast-growing space of driver assistance and autonomous driving. He explores how ADAS systems are

“Recent Trends in Industrial Machine Vision: Challenging Times,” a Presentation from the Yole Group
Axel Clouet, Technology and Market Analyst for Imaging at the Yole Group, presents the “Recent Trends in Industrial Machine Vision: Challenging Times” tutorial at the May 2024 Embedded Vision Summit. For decades, cameras have been increasingly used in industrial applications as key components for automation. After two years of rapid growth in 2021 and 2022,