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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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Falcon Takes Flight: Connect Tech’s Vehicle AI Platform Was Built for the Worst Conditions on Earth
This blog post was originally published at Macnica America’s website. It is reprinted here with the permission of Macnica America. Dust. Vibration. Mud. Sub-zero mornings and scorching afternoons. These are the conditions that kill most compute platforms before they ever reach production, and yet it’s exactly these conditions, on farms, construction sites, and open-pit mines, where

Gateworks and NXP Powers the Future of the Industrial Edge with M.2 AI Acceleration Card
This news blog post was originally published at NXP Semiconductors’ website. It is reprinted here with the permission of NXP Semiconductors. Gateworks, an NXP Gold Partner, is a leader in embedded computing solutions for edge AI and industrial connectivity. Bringing decades of experience and deep integration within NXP’s ecosystem, Gateworks delivers USA-made, industrial-grade platforms, complemented

The rise of smarter robots and why memory is becoming their superpower
This blog post was originally published at Micron Technology’s website. It is reprinted here with the permission of Micron Technology. If it feels like robots are evolving faster than ever, that’s because they are. We’re watching an industry shift in real time, from factory floors to warehouses to emerging humanoid systems, all powered by advances in

Physical AI: From ST Sensors to a Robotics Platform, How Innovation Can Only Happen Through Collaboration
This blog post was originally published at STMicroelectronics’s website. It is reprinted here with the permission of STMicroelectronics. As technology aims to enable Physical AI, ST is sharing today how collaboration brought our sensors into a Holoscan Sensor Bridge module from Leopard Imaging, enabling developers to feed multi-modal sensing data to the NVIDIA Jetson Thor or

Addressing Technical Challenges in Next-Gen Smart Lock Design
This blog post was originally published at Renesas’ website. It is reprinted here with the permission of Renesas. From Connectivity Standards Alliance’s Matter™ and Aliro™ to Biometric Authentication The growing demand for secure, easy-to-use, and seamlessly integrated access solutions is driving smart locks to the forefront of residential and commercial access control. Expansion of smart home

Roadmap to Autonomous Manufacturing: An AI driven Approach Based on Engineering Foundations
This article was originally published at HCLTech’s website. It is reprinted here with the permission of HCL Tech. Autonomous manufacturing can be achieved through a structured journey built on foundational engineering, converged data and human-led AI Key takeaways Autonomous manufacturing is the natural evolution of automation, engineering and AI. It is already here in parts,

Case Study: edgeRX -Transforming Elevator Maintenance with Edge AI
This case study was originally published at TDK SensEI’s website. It is reprinted here with the permission of TDK SensEI. Introduction In the competitive world of elevator manufacturing and maintenance, minimizing downtime and ensuring the reliability of elevator systems is crucial. Traditional maintenance methods often fall short in predicting and preventing issues before they occur.

MPEG-5 LCEVC: A practical shift for industrial AI video pipelines
This blog post was originally published at V-Nova’s website. It is reprinted here with the permission of V-Nova. In Industrial and Defense environments, I hear the same story. More cameras. Higher resolutions. Stricter latency targets. Infrastructure that cannot be replaced easily. And increasing pressure around storage, bandwidth, compute, and privacy. This is why MPEG-5 LCEVC is becoming even more relevant. It improves compression

“Non-Contact Vital Sign Monitoring Using Low-Cost WiFi Devices,” a Presentation from the University of California, Santa Cruz
Katia Obraczka, Professor of Computer Science and Engineering, University of California, Santa Cruz, Pranay Kocheta, Lexington High School, and Nayan Bhatia, University of California, Santa Cruz present the “Non-Contact Vital Sign Monitoring Using Low-Cost WiFi Devices” tutorial at the December 2025 Edge AI and Vision Innovation Forum.

Bosch and Qualcomm Expand Collaboration to Strategic ADAS Solutions
Highlights: High performance solutions: Bosch and Qualcomm aim to make ADAS solutions for enhanced safety and comfort available to everyone. Continued Business Momentum: Collaboration has secured significant new business wins for both next-generation ADAS and cockpit solutions. Proven Global Success: Bosch delivers over 10 million cockpit computers powered by Snapdragon® Cockpit Platforms. Global Market Penetration:
