Videos

“What Happens When Your Speed of AI Innovation Exceeds Your Ability to See the Regulatory Challenges Ahead?,” a Presentation from Dorsey & Whitney, LLP

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Robert Cattanach, Partner and Cybersecurity Team Leader at Dorsey & Whitney, LLP, presents the “What Happens When Your Speed of AI Innovation Exceeds Your Ability to See the Regulatory Challenges Ahead?” tutorial at the May 2022 Embedded Vision Summit. Edge AI and computer vision, if not thoughtfully developed and applied, will trigger extraordinary scrutiny by […]

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“From ADAS to AD, Processor and Car Architecture Evolution,” a Presentation from Yole Développement

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Tom Hackenberg, Principal Analyst for Computing and Software in the Semiconductor, Memory and Computing Division, and Adrien Sanchez, Technology and Market Analyst for Computing and Software, both of Yole Développement, present the “From ADAS to AD, Processor and Car Architecture Evolution” tutorial at the May 2022 Embedded Vision Summit. Few markets are as impactful to

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“Data Versioning: Towards Reproducibility in Machine Learning,” a Presentation from Tryolabs

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Nicolás Eiris, Machine Learning Engineer at Tryolabs, presents the “Data Versioning: Towards Reproducibility in Machine Learning” tutorial at the May 2022 Embedded Vision Summit. Surprisingly in 2022, reproducibility is still a big pain point in most data science workflows. A critical element required for reproducibility is version control. Unfortunately, in machine learning there is a

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“Using Kubernetes to Speed Development and Deployment of Edge Computer Vision Applications,” a Presentation from Camio

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Rakshit Agrawal, Vice President of Research and Development at Camio, presents the “Using Kubernetes to Speed Development and Deployment of Edge Computer Vision Applications” tutorial at the May 2022 Embedded Vision Summit. In this session, Agrawal presents real-world deployments of computer vision solutions using Kubernetes and shows how containerization enables continuous AI updates on a

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“Open Standards: Powering the Future of Embedded Vision,” a Presentation from the Khronos Group

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Neil Trevett, President of the Khronos Group and Vice President of Developer Ecosystems at NVIDIA, presents the “Open Standards: Powering the Future of Embedded Vision” tutorial at the May 2022 Embedded Vision Summit. Open standards play an important role in enabling interoperability for efficient deployment of vision-based systems. In this session, Trevett shares an update

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“Fundamentals of Training AI Models for Computer Vision and Video Analytics Applications,” a Presentation from NVIDIA

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Ekaterina Sirazitdinova, Data Scientist at NVIDIA, presents the “Fundamentals of Training AI Models for Computer Vision and Video Analytics Applications” tutorial at the May 2022 Embedded Vision Summit. AI has become an important component of computer vision and video analytics applications. But creating AI-based solutions is a challenging process. To build a successful product, it

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“Understanding DNN-Based Object Detectors,” a Presentation from Au-Zone Technologies

Algorithms & Models, Au-Zone Technologies, Object Identification, Object Tracking, Software, Summit 2022, Tools, Videos /

Azhar Quddus, Senior Computer Vision Engineer at Au-Zone Technologies, presents the “Understanding DNN-Based Object Detectors” tutorial at the May 2022 Embedded Vision Summit. Unlike image classifiers, which merely report on the most important objects within or attributes of an image, object detectors determine where objects of interest are located within an image. Consequently, object detectors

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“How Transformers are Changing the Direction of Deep Learning Architectures,” a Presentation from Synopsys

Algorithms & Models, Processors, Software, Summit 2022, Synopsys, Tools, Videos /

Tom Michiels, System Architect for DesignWare ARC Processors at Synopsys, presents the “How Transformers are Changing the Direction of Deep Learning Architectures” tutorial at the May 2022 Embedded Vision Summit. The neural network architectures used in embedded real-time applications are evolving quickly. Transformers are a leading deep learning approach for natural language processing and other

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“Introduction to Computer Vision with Convolutional Neural Networks,” a Presentation from Intel

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Mohammad Haghighat, Senior AI Software Product Manager at Intel, presents the “Introduction to Computer Vision with Convolutional Neural Networks” tutorial at the May 2022 Embedded Vision Summit. This presentation covers the basics of computer vision using convolutional neural networks. Haghighat begins by introducing some important conventional computer vision techniques and then transitions to explaining the

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“Are Neuromorphic Vision Technologies Ready for Commercial Use?,” An Embedded Vision Summit Expert Panel Discussion

Algorithms & Models, Edge AI and Vision Alliance, Intel, Opteran Technologies, Perceive, Processors, Sensors and Cameras, Software, Summit 2022, Tools, Videos /

Sally Ward-Foxton, European Correspondent for EE Times, moderates the “Are Neuromorphic Vision Technologies Ready for Commercial Use?” Expert Panel at the May 2022 Embedded Vision Summit. Other panelists include Garrick Orchard, Research Scientist at Intel Labs, James Marshall, Chief Scientific Officer at Opteran, Ryad Benosman, Professor at the University of Pittsburgh and Adjunct Professor at

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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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