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Object Identification Functions

Sony Semiconductor Solutions Concludes Pedestrian Safety Challenge, Announces Winners with tinyML Foundation and The City of San José

Sony Reveals Leopard Imaging, NeurOHM, and King Abdullah University of Science and Technology, as winners of Tech for Good competition in support of the city’s Vision Zero initiatives. SAN JOSÉ, Calif., Oct. 5, 2023 /PRNewswire/ — Today, Sony Semiconductor Solutions America (SSS-A), alongside the tinyML Foundation and The City of San José, announced the final winners

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“Optimizing Image Quality and Stereo Depth at the Edge,” a Presentation from John Deere

Travis Davis, Delivery Manager in the Automation and Autonomy Core, and Tarik Loukili, Technical Lead for Automation and Autonomy Applications, both of John Deere, present the “Reinventing Smart Cities with Computer Vision” tutorial at the May 2023 Embedded Vision Summit. John Deere uses machine learning and computer vision (including stereo… “Optimizing Image Quality and Stereo

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“Using a Collaborative Network of Distributed Cameras for Object Tracking,” a Presentation from Invision AI

Samuel Örn, Team Lead and Senior Machine Learning and Computer Vision Engineer at Invision AI, presents the “Using a Collaborative Network of Distributed Cameras for Object Tracking” tutorial at the May 2023 Embedded Vision Summit. Using multiple fixed cameras to track objects requires a careful solution design. To enable scaling… “Using a Collaborative Network of

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ProHawk Technology Group Overview of AI-enabled Computer Vision Restoration

Brent Willis, Chief Operating Officer of the ProHawk Technology Group, demonstrates the company’s latest edge AI and vision technologies and products at the September 2023 Edge AI and Vision Alliance Forum. Specifically, Willis discusses the company’s AI-enabled computer vision restoration technology. ProHawk’s patented algorithms and technologies enable real-time, pixel-by-pixel video restoration, overcoming virtually all environmental

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Cadence Demonstrations of Generative AI and People Tracking at the Edge

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 September 2023 Edge AI and Vision Alliance Forum. Specifically, Borkar demonstrates two applications running on customers’ SoCs, showcasing Cadence’s pervasiveness in AI. The first demonstration is of

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“Item Recognition in Retail,” a Presentation from 7-Eleven

Sumedh Datar, Senior Machine Learning Engineer at 7-Eleven, presents the “Item Recognition in Retail” tutorial at the May 2023 Embedded Vision Summit. Computer vision has vast potential in the retail space. 7-Eleven is working on fast frictionless checkout applications to better serve customers. These solutions range from faster checkout systems… “Item Recognition in Retail,” a

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“Lessons Learned in Developing a High-volume, Vision-enabled Coffee Maker,” an Interview with Keurig Dr Pepper

Jason Lavene, Director of Advanced Development Engineering at Keurig Dr Pepper, talks with Jeff Bier, Founder of the Edge AI and Vision Alliance, for the “Lessons Learned in Developing a High-volume, Vision-enabled Coffee Maker” interview at the May 2023 Embedded Vision Summit. Why did Keurig Dr Pepper—a $12B beverage company—spend… “Lessons Learned in Developing a

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“Introduction to Semantic Segmentation,” a Presentation from Au-Zone Technologies

Sébastien Taylor, Vice President of Research and Development at Au-Zone Technologies, presents the “Introduction to Semantic Segmentation” tutorial at the May 2023 Embedded Vision Summit. Vision applications often rely on object detectors, which determine the nature and location of objects in a scene. But many vision applications require a different… “Introduction to Semantic Segmentation,” a

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Nota AI Demonstration of Revolutionizing Intelligent Transportation Systems with Nota ITS

YooChan Kim, Product Marketing Manager at Nota America Inc., demonstrates the company’s latest edge AI and vision technologies and products at the 2023 Embedded Vision Summit. Specifically, Kim demonstrates Nota ITS, a lightweight AI model-based approach for traffic analysis and revolutionizing intelligent transportation systems. Nota ITS includes AI Traffic Cameras, AI Traffic Signal Control, AI

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Mean Average Precision (mAP): Common Definition, Myths and Misconceptions

This blog post was originally published at Tenyks’ website. It is reprinted here with the permission of Tenyks. We break down and demystify common object detection metrics, including mean average precision (mAP) and mean average recall (mAR). ‍This is Part 1 of our Tenyks Series on Object Detection Metrics. This post provides insights into how

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Network Optix Demonstration of Its Desktop Client, Harnessing Open Source for Custom Solutions

Sergey Yuldashev, Platform Engagement Director at Network Optix, demonstrates the company’s latest edge AI and vision technologies and products at the 2023 Embedded Vision Summit. Specifically, Yuldashev demonstrates Network Optix’ acclaimed desktop client. Known as the foundation of one of the world’s leading Video Management Systems (VMS) for the past decade, Network Optix took a

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Network Optix Demonstration of Its NX Platform for Empowering Video-focused Applications

Darren Odom, Senior Director of Platform Business Development at Network Optix, demonstrates the company’s latest edge AI and vision technologies and products at the 2023 Embedded Vision Summit. Specifically, Odom demonstrates Network Optix’ NX platform. Designed to serve as a foundation for building video-focused software as a service applications, the NX platform has already been

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Network Optix Demonstration of Its Solution for Navigating the Video Infrastructure in the Era of AI

Darren Odom, Senior Director of Platform Business Development at Network Optix, demonstrates the company’s latest edge AI and vision technologies and products at the 2023 Embedded Vision Summit. Specifically, Odom demonstrates Network Optix’ robust edge-to-cloud platform. Offering a comprehensive solution for video infrastructure, this platform makes efficient use of small processors, thus making it an

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