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Practical AI and computer vision technology is being developed for systems that span virtually every application, and many of these application areas will experience huge growth rates. With trendsetting products demonstrating what is possible, system designers have discovered that the suppliers of computer vision technology have removed the barriers to building practical computer vision systems—unleashing a huge wave of innovation for new products and applications.
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Upcoming Webinar Explores How to Accelerate Smart Vision Product Development
On February 23, 2023 at 8:00 am PT (11:00 am ET), Alliance Member companies e-con Systems and Texas Instruments will deliver the free webinar “Accelerate Your Smart Vision Product Development with e-con’s Camera and TI’s SK-TDA4VM Kit.” From the event page: Are you wondering how to speed up the development of your smart vision product?

Hyperview Selects Ambarella’s CV3-AD Family of Automotive AI Central Domain Controllers for Autonomous Driving High Performance Computing Platforms
SANTA CLARA, Calif., and SHANGHAI, Feb. 7, 2023 — Ambarella, Inc. (NASDAQ: AMBA), an edge AI semiconductor company, and Hyperview, an autonomous driving tech company, today announced that Hyperview has selected Ambarella’s CV3-AD family of AI central domain controller systems-on-chip (SoCs) to develop high performance computing (HPC) autonomous driving platforms. The focus of this development

Seamlessly Develop Vision AI Applications with NVIDIA DeepStream SDK 6.2
NVIDIA announced the general availability of the NVIDIA DeepStream SDK 6.2, an AI analytics toolkit for building high-performance video analytics and streaming applications. The update adds new features including enhanced multi-object trackers, support for new sensors, integration with REST APIs, updated Graph Composer, and enterprise-grade support through NVIDIA AI Enterprise. Download the DeepStream SDK 6.2

Fast-track Embedded Vision Integration
January 31, 2023 – At embedded world, Vision Components will present new MIPI camera modules and components for even more efficient and faster implementation of embedded vision projects. The highlight will be the FPGA-based hardware accelerator VC Power SoM, which completes complex image processing calculations and transfers the results directly to a processor board. The

BMW Fiasco: Failed Testing, Verification, Validation of AI-driven ADAS
Consumers should question the callousness of automakers using a human driver as a “component” of their safeguards. What’s at stake: If you think a faulty sensor triggered a BMW to automatically accelerate to 110mph on a U.K. country road, think again. The problem is systemic. The incident exposes the inability of many carmakers to understand

ROS: The Framework to Accelerate Your Next Robotics Project
This blog post was originally published at Tryolabs’ website. It is reprinted here with the permission of Tryolabs. Whenever you start a new project there is a large list of tasks you have to keep in mind, but when you start a robotics project, this list grows really fast. You might start with hardware: actuators,

Photonics West: MIPI Cameras and Components for Fast, Easy and Cost-efficient Embedded Vision Integration
January 17, 2023 – At Photonics West (San Francisco, January 28 – February 2), Vision Components will be showcasing new MIPI camera modules and components that make the integration of embedded vision even faster, easier and more cost-efficient. The highlight will be the FPGA-based hardware accelerator VC Power SoM, which completes complex image processing calculations

Ultinous AI Video Analytics Works with Nx
This video was originally published at Network Optix’ website. It is reprinted here with the permission of Network Optix. Ultinous provides forensic and real-time video analytics on edge and in the cloud for real-world health and safety and security applications. Ultinous AI Video Analytics is integrated with Powered by Nx products via the HTTP REST

Urban Pothole Detection – Use Case
This blog post was originally published at Au-Zone Technologies’ website. It is reprinted here with the permission of Au-Zone Technologies. Cost of Potholes in the Urban Environment A country such as Canada, where the temperature fluctuates on a regular basic, increases the odds of potholes on highway/motorways. Increased number of potholes not only lead to

What is Signal-to-Noise Ratio (SNR), and Why is It Important in Embedded Cameras?
This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Signal-to-Noise Ratio (SNR) measures the strength of the desired signal relative to the background noise. Demystify how SNR is calculated and develop an understanding of the practical steps to improve SNR. Signal-to-Noise Ratio (SNR) probably