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Lattice Semiconductor Demonstration of a Driver Monitoring System

Nick Sullivan, Researcher at Lattice Semiconductor, demonstrates the company’s latest edge AI and vision technologies and products at the 2022 Embedded Vision Summit. Specifically, Sullivan demonstrates a version of his company’s MASE AI engine, ported to run on an automotive embedded system. Its functionality has been expanded to estimate fatigue and distraction. It is optimized …

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Lattice Semiconductor Demonstration of 3D Attention Sensing

Nick Sullivan, Researcher at Lattice Semiconductor, demonstrates the company’s latest edge AI and vision technologies and products at the 2022 Embedded Vision Summit. Specifically, Sullivan demonstrates the software-only Glance by Mirametrix solution, which uses an AI engine (MASE) running on the system-on-chip (SoC) to detect users in the scene. For the main user it, among …

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Lattice Semiconductor Demonstration of Attention-sensing User Experiences on a Production Laptop

Hussein Osman, Marketing Director at Lattice Semiconductor, demonstrates the company’s latest edge AI and vision technologies and products at the 2022 Embedded Vision Summit. Specifically, Osman demonstrates user experiences enabled in the latest generation of a laptop, including presence detection, attention tracking and onlooker detection. Such capabilities allow devices to be instantly on for use, …

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Object Detection on the Edge: Making the Right Choice

This blog post was originally published at Hailo’s website. It is reprinted here with the permission of Hailo. When choosing an object detection network for edge devices, there are many factors you should consider: compute power, memory resources, and many more. Which ones? This blog post outlines everything you need to know when choosing an …

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Cadence Demonstration of Real-time Visual SLAM for Embedded Devices

Amol Borkar, Director of Product and Marketing for Vision and AI DSPs at Cadence Tensilica, demonstrates the company’s latest edge AI and vision technologies and products at the 2022 Embedded Vision Summit. Specifically, Borkar demonstrates Xvisio’s highly accurate 3D camera position and tracking using Visual SLAM (VSLAM), implemented on a customer’s platform and featuring the …

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Visidon Demonstration of Depth Estimate and Bokeh for Video Conferencing

Vaida Jasulaityte, Business Development Executive at Visidon, demonstrates the company’s latest edge AI and vision technologies and products in Business Oulu’s booth at the 2022 Embedded Vision Summit. Specifically, Jasulaityte demonstrates the company’s video enhancement technologies. Jasulaityte shows Visidon’s deep learning algorithms, which have been ported to and optimized for Inuitive’s NU4000 SoC in order …

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Unikie Demonstration of AI-enabled Real-time Situational Awareness and Smart Spaces

Petri Talala, Vice President and General Manager at Unikie, demonstrates the company’s latest edge AI and vision technologies and products in Business Oulu’s booth at the 2022 Embedded Vision Summit. Specifically, Talala demonstrates an AI-enabled real-time situational awareness solution. Talala demonstrates how software-based edge AI, sensor fusion and a secure connectivity platform can together create …

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Implementing the Data Flywheel

This article was originally published at Hasty’s website. It is reprinted here with the permission of Hasty. As the ML space is maturing, processes and best practices for what happens after you successfully manage a first project launch are becoming more popular. In this article, we are going through the concept of a data flywheel …

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Arm Demonstration of Machine Learning

Koki Mitsunami and Ben Clark, Developer Advocates at Arm, demonstrate the company’s latest edge AI and vision technologies and products at the 2022 Embedded Vision Summit. Specifically, Mitsunami and Clark demonstrate machine learning on Arm technology. Mitsunami shows how to improve PyTorch performance with Android NNAPI, by demonstrating models running on a mobile device using …

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