Summit

DEEPX Demonstration of Simplifying Software Development with DEEPX’s Two-step SDK

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Jay Kim, EVP of Technology for DEEPX, demonstrates the company’s latest edge AI and vision technologies and products at the 2023 Embedded Vision Summit. Specifically, Kim demonstrates the simplicity of using DEEPX’s software development kit (SDK). Kim shows how to choose a target application and select an AI software framework in just two easy steps. […]

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“How Transformers Are Changing the Nature of Deep Learning Models,” a Presentation from Synopsys

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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 become dominant for natural language

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“Making GANs Much Better, or If at First You Don’t Succeed, Try, Try a GAN,” a Presentation from Perceive

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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, despite their name, mainstream GANs

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“Selecting Image Sensors for Embedded Vision Applications: Three Case Studies,” a Presentation from Avnet

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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 of the critical factors to

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“Can AI Solve the Low Light and HDR Challenge?,” a Presentation from Visionary.ai

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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 source by removing noise, this

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“Modernizing the Development of AI-based IoT Devices with Wedge,” a Presentation from Midokura, a Sony Group Company

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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 a rigid waterfall model, typically

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“Using a Neural Processor for Always-sensing Cameras,” a Presentation from Expedera

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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 and seamless user experience, such

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“A New, Open-standards-based, Open-source Programming Model for All Accelerators,” a Presentation from Codeplay Software

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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 to their applications. Unfortunately, today

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“Efficiently Map AI and Vision Applications onto Multi-core AI Processors Using CEVA’s Parallel Processing Framework,” a Presentation from CEVA

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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. Often, the most efficient way

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“Streamlining Embedded Vision Development with Smart Vision Components,” a Presentation from Basler

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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. The possibilities seem to be

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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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