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
“How Transformers Are Changing the Nature of Deep Learning Models,” a Presentation from Synopsys
Tom Michiels, System Architect for ARC Processors at Synopsys, presents the “How Transformers Are Changing the Nature of Deep Learning Models” tutorial at the May 2023 Embedded Vision Summit. The neural network models used in embedded real-time applications are evolving quickly. Transformer networks are a deep learning approach that has… “How Transformers Are Changing the
“Making GANs Much Better, or If at First You Don’t Succeed, Try, Try a GAN,” a Presentation from Perceive
Steve Teig, CEO of Perceive, presents the “Making GANs Much Better, or If at First You Don’t Succeed, Try, Try a GAN” tutorial at the May 2023 Embedded Vision Summit. Generative adversarial networks, or GANs, are widely used to create amazing “fake” images and realistic, synthetic training data. And yet,… “Making GANs Much Better, or
“Selecting Image Sensors for Embedded Vision Applications: Three Case Studies,” a Presentation from Avnet
Monica Houston, Technical Solutions Manager at Avnet, presents the “Selecting Image Sensors for Embedded Vision Applications: Three Case Studies,” tutorial at the May 2023 Embedded Vision Summit. Selecting the appropriate type of image sensor is essential for reliable and accurate performance of vision applications. In this talk, Houston explores some… “Selecting Image Sensors for Embedded
“Can AI Solve the Low Light and HDR Challenge?,” a Presentation from Visionary.ai
Oren Debbi, CEO and Co-founder of Visionary.ai, presents the “Can AI Solve the Low Light and HDR Challenge?” tutorial at the May 2023 Embedded Vision Summit. The phrase “garbage in, garbage out” is applicable to machine and human vision. If we can improve the quality of image data at the… “Can AI Solve the Low
“Modernizing the Development of AI-based IoT Devices with Wedge,” a Presentation from Midokura, a Sony Group Company
Dan Mihai Dumitriu, Chief Technology Officer of Midokura, a Sony Group Company, presents the “Modernizing the Development of AI-based IoT Devices with Wedge” tutorial at the May 2023 Embedded Vision Summit. IoT device development has traditionally relied on a monolithic approach, with all firmware developed by a single vendor using… “Modernizing the Development of AI-based
“Using a Neural Processor for Always-sensing Cameras,” a Presentation from Expedera
Sharad Chole, Chief Scientist and Co-founder of Expedera, presents the “Using a Neural Processor for Always-sensing Cameras” tutorial at the May 2023 Embedded Vision Summit. Always-sensing cameras are becoming a common AI-enabled feature of consumer devices, much like the always-listening Siri or Google assistants. They can enable a more natural… “Using a Neural Processor for
“A New, Open-standards-based, Open-source Programming Model for All Accelerators,” a Presentation from Codeplay Software
Charles Macfarlane, Chief Business Officer at Codeplay Software, presents the “New, Open-standards-based, Open-source Programming Model for All Accelerators” tutorial at the May 2023 Embedded Vision Summit. As demand for AI grows, developers are attempting to squeeze more and more performance from accelerators. Ideally, developers would choose the accelerators best suited… “A New, Open-standards-based, Open-source Programming
“Efficiently Map AI and Vision Applications onto Multi-core AI Processors Using CEVA’s Parallel Processing Framework,” a Presentation from CEVA
Rami Drucker, Machine Learning Software Architect at CEVA, presents the “Efficiently Map AI and Vision Applications onto Multi-core AI Processors Using CEVA’s Parallel Processing Framework” tutorial at the May 2023 Embedded Vision Summit. Next-generation AI and computer vision applications for autonomous vehicles, cameras, drones and robots require higher-than-ever computing power.… “Efficiently Map AI and Vision
“Streamlining Embedded Vision Development with Smart Vision Components,” a Presentation from Basler
Selena Schwarm, Team Lead for Global Partner Management at Basler, presents the “Streamlining Embedded Vision Development with Smart Vision Components” tutorial at the May 2023 Embedded Vision Summit. The evolution of embedded vision and imaging technologies is enabling the development of powerful applications that would not have been practical previously.… “Streamlining Embedded Vision Development with
“A Very Low-power Human-machine Interface Using ToF Sensors and Embedded AI,” a Presentation from 7 Sensing Software
Di Ai, Machine Learning Engineer at 7 Sensing Software, presents the “Very Low-power Human-machine Interface Using ToF Sensors and Embedded AI” tutorial at the May 2023 Embedded Vision Summit. Human-machine interaction is essential for smart devices. But growing needs for low power consumption and privacy pose challenges to developers of… “A Very Low-power Human-machine Interface
