Videos

“Meeting the Critical Needs of Accuracy, Performance and Adaptability in Embedded Neural Networks,” a Presentation from Quadric

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Aman Sikka, Chief Architect at Quadric, presents the “Meeting the Critical Needs of Accuracy, Performance and Adaptability in Embedded Neural Networks” tutorial at the May 2024 Embedded Vision Summit. In this presentation, Sikka explores the challenges of accuracy and performance when implementing quantized machine learning inference algorithms on embedded systems. He explains how the thoughtful […]

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“Build a Tiny Vision Application in Minutes with the Edge App SDK,” a Presentation from Midokura, a Sony Group Company

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Dan Mihai Dumitriu, Chief Technology Officer at Midokura, a Sony Group company, presents the “Build a Tiny Vision Application in Minutes with the Edge App SDK” tutorial at the May 2024 Embedded Vision Summit. In the fast-paced world of embedded vision applications, moving rapidly from concept to deployment is crucial. In this presentation, Dumitriu introduces

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“The Importance of Memory for Breaking the Edge AI Performance Bottleneck,” a Presentation from Micron Technology

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Wil Florentino, Senior Marketing Manager for Industrial/IIoT at Micron Technology, presents the “Importance of Memory for Breaking the Edge AI Performance Bottleneck” tutorial at the May 2024 Embedded Vision Summit. In recent years there’s been tremendous focus on designing next-generation AI chipsets to improve neural network inference performance. As higher performance processors are called upon

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“Intel’s Approach to Operationalizing AI in the Manufacturing Sector,” a Presentation from Intel

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Tara Thimmanaik, AI Systems and Solutions Architect at Intel, presents the “Intel’s Approach to Operationalizing AI in the Manufacturing Sector,” tutorial at the May 2024 Embedded Vision Summit. AI at the edge is powering a revolution in industrial IoT, from real-time processing and analytics that drive greater efficiency and learning to predictive maintenance. Intel is

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“Transforming Enterprise Intelligence: The Power of Computer Vision and Gen AI at the Edge with OpenVINO,” a Presentation from Intel

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Leila Sabeti, Americas AI Technical Sales Lead at Intel, presents the “Transforming Enterprise Intelligence: The Power of Computer Vision and Gen AI at the Edge with OpenVINO” tutorial at the May 2024 Embedded Vision Summit. In this talk, Sabeti focuses on the transformative impact of AI at the edge, highlighting the role of the OpenVINO

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“Challenges and Solutions of Moving Vision LLMs to the Edge,” a Presentation from Expedera

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Costas Calamvokis, Distinguished Engineer at Expedera, presents the “Challenges and Solutions of Moving Vision LLMs to the Edge” tutorial at the May 2024 Embedded Vision Summit. OEMs, brands and cloud providers want to move LLMs to the edge, especially for vision applications. What are the benefits and challenges of doing so? In this talk, Calamvokis

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“A Cutting-edge Memory Optimization Method for Embedded AI Accelerators,” a Presentation from 7 Sensing Software

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Arnaud Collard, Technical Leader for Embedded AI at 7 Sensing Software, presents the “Cutting-edge Memory Optimization Method for Embedded AI Accelerators” tutorial at the May 2024 Embedded Vision Summit. AI hardware accelerators are playing a growing role in enabling AI in embedded systems such as smart devices. In most cases NPUs need a dedicated, tightly

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“Implementing Transformer Neural Networks for Visual Perception on Embedded Devices,” a Presentation from VeriSilicon

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Shang-Hung Lin, Vice President of Neural Processing Products at VeriSilicon, presents the “Implementing Transformer Neural Networks for Visual Perception on Embedded Devices” tutorial at the May 2024 Embedded Vision Summit. Transformers are a class of neural network models originally designed for natural language processing. Transformers are also powerful for visual perception due to their ability

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“Efficiency Unleashed: The Next-gen NXP i.MX 95 Applications Processor for Embedded Vision,” a Presentation from NXP Semiconductors

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James Prior, Senior Product Manager at NXP Semiconductors, presents the “Efficiency Unleashed: The Next-gen NXP i.MX 95 Applications Processor for Embedded Vision” tutorial at the May 2024 Embedded Vision Summit. Machine vision is the most obvious way to help humans live better, enabling hundreds of applications spanning security, monitoring, inspection and more. Modern edge processors

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“Optimized Vision Language Models for Intelligent Transportation System Applications,” a Presentation from Nota AI

Algorithms, Automotive, Multimodal, Nota AI, Object Tracking, Optical Character Recognition, Security, Software, Summit 2024, Tools, Videos /

Tae-Ho Kim, Co-founder and CTO of Nota AI, presents the “Optimized Vision Language Models for Intelligent Transportation System Applications” tutorial at the May 2024 Embedded Vision Summit. In the rapidly evolving landscape of intelligent transportation systems (ITSs), the demand for efficient and reliable solutions has never been greater. In this presentation, Kim shows how an

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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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