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What is LED Flicker Mitigation and Why is It a Critical Camera Feature?

Automotive, Blog Posts, e-con Systems, Sensors and Cameras /

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. LED flicker can impact the performance of embedded vision systems. To address this, LED Flicker Mitigation (LFM) is crucial for applications like AMRs, ADAS, fleet management systems, etc. In this blog post, you’ll learn more […]

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5 Benefits of On-device Generative AI

Algorithms & Models, Blog Posts, Processors, Qualcomm, Software, Tools /

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. On-device AI processing offers must-have benefits for privacy, performance, personalization, cost, and energy In the mid-’90s, the World Wide Web ushered in the era of massive remote data center computing now known as the cloud. And this

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Generative AI Trends by the Numbers: Costs, Resources, Parameters and More

Algorithms & Models, Blog Posts, Processors, Qualcomm, Software, Tools /

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. We did the math: And here’s the cost of today’s AI Big Bang As indicated in our whitepaper, The Future of AI is Hybrid (part 1): Unlocking the generative AI future  with on-device and hybrid AI, a

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Machine Learning Transforms the Internet of Things

Algorithms & Models, Arm, Blog Posts, Processors, Software, Tools /

This blog post was originally published at Arm’s website. It is reprinted here with the permission of Arm. The integration of ML into IoT is sparking exponential growth and shaping a dynamic ecosystem The pace of Internet of Things (IoT) innovation has quickened in recent years, but it’s now being kicked into hyper drive. The

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Nota AI Demonstration of Its Driver Monitoring System (DMS) Powered by NetsPresso

Algorithms & Models, Automotive, Nota AI, Software, Summit 2023, Tools, Videos /

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 DMS, a driver monitoring system powered by Nota AI’s NetsPresso. Prepare to be amazed, and get ready for a wild ride, as this remarkable technology

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Nota AI Demonstration of How to Optimize an AI Model Using NetsPresso

Algorithms & Models, Nota AI, Software, Summit 2023, Tools, Videos /

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 NetsPresso, a hardware-ware AI model optimization platform that simplifies development by automating repetitive steps and was recently released as a Python library. NetsPresso consists of three

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Edge AI and Vision Insights: August 16, 2023 Edition

Edge AI and Vision Alliance, Newsletters /

LOW-POWER SENSING AND PROCESSING Battery-powered Edge AI Sensing: A Case Study Implementing Low-power, Always-on Capability The trend of pushing AI/ML capabilities to the edge brings design challenges around the need to combine high-performance computing (for AI/ML algorithms) with low power consumption (to enable battery-powered sensing systems). Designers are often faced with a choice between using

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Nextchip Demonstration of RCCG-based Image Sensor Operation with APACHE_U, Its Newest ISP

Automotive, Nextchip, Processors, Sensors and Cameras, Summit 2023, Videos /

Young-Jun Yoo, Vice President of the Automotive Business Unit at Nextchip, demonstrates the company’s latest edge AI and vision technologies and products at the 2023 Embedded Vision Summit. Specifically, Yoo demonstrates using a RCCG filter array-based image sensor with APACHE_U, Nextchip’s newest image signal processor (ISP). APACHE_U is an 8 Mpixel ISP for ADAS cameras.

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Nextchip Demonstration of High Dynamic Range and Sensitivity On APACHE_U, Its Newest ISP

Automotive, Nextchip, Processors, Sensors and Cameras, Summit 2023, Videos /

Young-Jun Yoo, Vice President of the Automotive Business Unit at Nextchip, demonstrates the company’s latest edge AI and vision technologies and products at the 2023 Embedded Vision Summit. Specifically, Yoo demonstrates the high dynamic range and sensitivity delivered by APACHE_U, Nextchip’s newest image signal processor (ISP). APACHE_U is an 8 Mpixel ISP for ADAS cameras.

Nextchip Demonstration of High Dynamic Range and Sensitivity On APACHE_U, Its Newest ISP Read More +

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

Algorithms & Models, Blog Posts, Object Identification, Software, Tenyks, Tools /

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

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

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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