Videos

“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-efficient Computer Vision,” a Presentation from Axelera AI

Bram Verhoef, Head of Machine Learning at Axelera AI, presents the “How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-efficient Computer Vision” tutorial at the May 2024 Embedded Vision Summit. As artificial intelligence inference transitions from cloud environments to edge locations, computer vision applications achieve heightened responsiveness, reliability and privacy. This migration, however, […]

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“How Arm’s Machine Learning Solution Enables Vision Transformers at the Edge,” a Presentation from Arm

Stephen Su, Senior Segment Marketing Manager at Arm, presents the “How Arm’s Machine Learning Solution Enables Vision Transformers at the Edge” tutorial at the May 2024 Embedded Vision Summit. AI at the edge has been transforming over the last few years, with newer use cases running more efficiently and securely. Most edge AI workloads were

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“Nx EVOS: A New Enterprise Operating System for Video and Visual AI,” a Presentation from Network Optix

Nathan Wheeler, Co-founder and CEO of Network Optix, presents the “Nx EVOS: A New Enterprise Operating System for Video and Visual AI” tutorial at the May 2024 Embedded Vision Summit. In most software domains, developers don’t write code at the bare-metal level; they build applications on top of operating systems, which provide commonly needed functionality.

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“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation from Network Optix

Robin van Emden, Senior Director of Data Science at Network Optix, presents the “Building and Scaling AI Applications with the Nx AI Manager,” tutorial at the May 2024 Embedded Vision Summit. In this presentation, van Emden covers the basics of scaling edge AI solutions using the Nx tool kit. He emphasizes the process of developing

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“OpenCV for High-performance, Low-power Vision Applications on Snapdragon,” a Presentation from Qualcomm

Xin Zhong, Computer Vision Product Manager at Qualcomm Technologies, presents the “OpenCV for High-performance, Low-power Vision Applications on Snapdragon” tutorial at the May 2024 Embedded Vision Summit. For decades, the OpenCV software library has been popular for developing computer vision applications. However, developers have found it challenging to create efficient implementations of their OpenCV applications

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“Deploying Large Models on the Edge: Success Stories and Challenges,” a Presentation from Qualcomm

Vinesh Sukumar, Senior Director of Product Management at Qualcomm Technologies, presents the “Deploying Large Models on the Edge: Success Stories and Challenges” tutorial at the May 2024 Embedded Vision Summit. In this talk, Dr. Sukumar explains and demonstrates how Qualcomm has been successful in deploying large generative AI and multimodal models on the edge for

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“Scaling Vision-based Edge AI Solutions: From Prototype to Global Deployment,” a Presentation from Network Optix

Maurits Kaptein, Chief Data Scientist at Network Optix and Professor at the University of Eindhoven, presents the “Scaling Vision-based Edge AI Solutions: From Prototype to Global Deployment” tutorial at the May 2024 Embedded Vision Summit. The Embedded Vision Summit brings together innovators in silicon, devices, software and applications and empowers them to bring computer vision

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“What’s Next in On-device Generative AI,” a Presentation from Qualcomm

Jilei Hou, Vice President of Engineering and Head of AI Research at Qualcomm Technologies, presents the “What’s Next in On-device Generative AI” tutorial at the May 2024 Embedded Vision Summit. The generative AI era has begun! Large multimodal models are bringing the power of language understanding to machine perception, and transformer models are expanding to

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2024 Edge AI and Vision Product of the Year Award Winner Showcase: Tenyks (Edge AI Developer Tools)

Tenyks’ Data-Centric CoPilot for Vision is the 2024 Edge AI and Vision Product of the Year Award Winner in the Edge AI Developer Tools category. The Data-Centric CoPilot for Vision platform helps computer vision teams develop production-ready models 8x faster. The platform enables machine learning (ML) teams to mine edge cases, failure patterns and annotation

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2024 Edge AI and Vision Product of the Year Award Winner Showcase: Ambarella (Edge AI Software and Algorithms)

Ambarella’s central 4D imaging radar architecture is the 2024 Edge AI and Vision Product of the Year Award Winner in the Edge AI Software and Algorithms category. It is the first centralized 4D imaging radar architecture that allows both central processing of raw radar data and deep low-level fusion with other sensor inputs—including cameras, lidar

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