Sensors and Cameras

Next-gen Fleet Telematics and Dashcams Shift to On-device AI

This blog post was originally published at Ambarella’s website. It is reprinted here with the permission of Ambarella. The role of dashcams has changed significantly over the past decade. What began as a passive recording device has become an active, intelligent safety and operations tool. This evolution is being driven by edge AI—the ability to […]

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“Taking Computer Vision Products from Prototype to Robust Product,” an Interview with Blue River Technology

Chris Padwick, Machine Learning Engineer at Blue River Technology, talks with Mark Jamtgaard, Director of Technology at RetailNext for the “Taking Computer Vision Products from Prototype to Robust Product,” interview at the May 2025 Embedded Vision Summit. When developing computer vision-based products, getting from a proof of concept to a… “Taking Computer Vision Products from

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ImagingNext 2025 Brings Keynote Speakers from NVIDIA, RealSense, NXP and Altera

Munich, Bavaria, Germany – September 4th, 2025.– ImagingNext is raising the bar with its keynote and featured speakers. Taking place on September 18–19, 2025 at the smartvillage in Munich-Bogenhausen, ImagingNext will bring together industry leaders, developers, and decision-makers to explore how artificial intelligence is transforming imaging technologies. The premiere edition of ImagingNext features an impressive lineup

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“Improving Worksite Safety with AI-powered Perception,” a Presentation from Arcure

Sabri Bayoudh, Chief Innovation Officer at Arcure, presents the “Improving Worksite Safety with AI-powered Perception” tutorial at the May 2025 Embedded Vision Summit. In this presentation, Bayoudhl explores how embedded vision is being used in industrial applications, including vehicle safety and production. He highlights some of the challenging requirements of… “Improving Worksite Safety with AI-powered

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Software-defined Vehicles: Built For Users, or For the Industry?

SDV Level Chart: IDTechEx defines SDV performance using six levels. Most consumers still have limited awareness of the deeper value behind “software-defined” capabilities The concept of the Software-Defined Vehicle (SDV) has rapidly emerged as a transformative trend reshaping the automotive industry. Yet, despite widespread use of the term, there remains significant confusion around its core

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How to Support Multi-planar Format in Python V4L2 Applications on i.MX8M Plus

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. The default Python V4L2 library module contains critical details related to the V4L2 capture method. Learn how to implement basic definitions (missing the default library module) and capture images in the V4L2 multi-planar format. Python

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Upcoming Presentation and Demonstrations Showcase Autonomous Mobile Robots and Machine Vision

On Wednesday, October 15 from 11:45 AM – 12:15 PM PT, Alliance Member company eInfochips will deliver the presentation “Real-time Vision AI System on Edge AI Platforms” at the RoboBusiness and DeviceTalks West 2025 Conference in Santa Clara, California. From the event page: This session presents a real-time, edge-deployed Vision AI system for automated quality

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“Integrating Cameras with the Robot Operating System (ROS),” a Presentation from Amazon Lab126

Karthik Poduval, Principal Software Development Engineer at Amazon Lab126, presents the “Integrating Cameras with the Robot Operating System (ROS)” tutorial at the May 2025 Embedded Vision Summit. In this presentation, Poduval explores the integration of cameras within the Robot Operating System (ROS) for robust embedded vision applications. He delves into… “Integrating Cameras with the Robot

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“Using Computer Vision for Early Detection of Cognitive Decline via Sleep-wake Data,” a Presentation from AI Tensors

Ravi Kota, CEO of AI Tensors, presents the “Using Computer Vision for Early Detection of Cognitive Decline via Sleep-wake Data” tutorial at the May 2025 Embedded Vision Summit. AITCare-Vision predicts cognitive decline by analyzing sleep-wake disorders data in older adults. Using computer vision and motion sensors coupled with AI algorithms,… “Using Computer Vision for Early

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“AI-powered Scouting: Democratizing Talent Discovery in Sports,” a Presentation from ai.io

Jonathan Lee, Chief Product Officer at ai.io, presents the “AI-powered Scouting: Democratizing Talent Discovery in Sports,” tutorial at the May 2025 Embedded Vision Summit. In this presentation, Lee shares his experience using AI and computer vision to revolutionize talent identification in sports. By developing aiScout, a platform that enables athletes… “AI-powered Scouting: Democratizing Talent Discovery

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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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