Edge AI and Vision Insights: February 12, 2025

 LETTER FROM THE EDITOR Dear Colleague, We’re excited to announce the 2025 Embedded Vision Summit keynote: “The Future of Visual AI: Efficient Multimodal Intelligence,” presented by Trevor Darrell,Professor at the University of California, Berkeley. Professor Darrell will present groundbreaking research on the revolution in visual AI driven by breakthroughs like the use of large language […]

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The Ultimate Guide to Depth Perception and 3D Imaging Technologies

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Depth perception helps mimic natural spatial awareness by determining how far or close objects are, which makes it invaluable for 3D imaging systems. Get expert insights on how depth perception works, the cues involved, as

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NXP Agrees to Acquire Edge AI Pioneer Kinara to Redefine the Intelligent Edge

Enhances NXP’s leading processing portfolio with cutting edge NPUs and AI software, driving intelligent system solutions across the industrial and automotive edge markets. Delivers high-performance neural network processing with advanced generative AI to create transformative edge use cases. Establishes a scalable platform for AI-powered edge systems, combining NXP’s broad portfolio of processing, connectivity, security, and

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New AI SDKs and Tools Released for NVIDIA Blackwell GeForce RTX 50 Series GPUs

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. NVIDIA recently announced a new generation of PC GPUs—the GeForce RTX 50 Series—alongside new AI-powered SDKs and tools for developers. Powered by the NVIDIA Blackwell architecture, fifth-generation Tensor Cores and fourth-generation RT Cores, the GeForce RTX 50

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10 Common Mistakes in Data Science Projects and How to Avoid Them

This blog post was originally published at Digica’s website. It is reprinted here with the permission of Digica. While Data Science is an established and highly esteemed profession with strong foundations in science, it is important to remember that it is still a craft and, as such, it is susceptible to errors coming from processes

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RAG for Vision: Building Multimodal Computer Vision Systems

This blog post was originally published at Tenyks’ website. It is reprinted here with the permission of Tenyks. This article explores the exciting world of Visual RAG, exploring its significance and how it’s revolutionizing traditional computer vision pipelines. From understanding the basics of RAG to its specific applications in visual tasks and surveillance, we’ll examine

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Vision Components Introduces MIPI Camera Modules with Integrated Image Pre-processing

Ettlingen, February 6, 2025.  Vision Components introduces VC MIPI Cameras with onboard image pre-processing at embedded world (March 11-13, 2025, Nuremberg). The tiny camera modules can detect and extract barcodes, objects, edges and laser lines as well as perform blob analyses and color conversions. VC will also show a new version of the FPGA accelerator

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Qualcomm AI Research Makes Diverse Datasets Available to Advance Machine Learning Research

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. Qualcomm AI Research has published a variety of datasets for research use. These datasets can be used to train models in the kinds of applications most common to mobile computing, including: advanced driver assistance systems (ADAS), extended reality

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Make Your Existing NVIDIA Jetson Orin Devices Faster with Super Mode

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. The NVIDIA Jetson Orin Nano Super Developer Kit, with its compact size and high-performance computing capabilities, is redefining generative AI for small edge devices. NVIDIA has dropped an exciting new update to their existing Jetson

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Advanced Packaging: How AI is Revolutionizing the Game

This market research report was originally published at the Yole Group’s website. It is reprinted here with the permission of the Yole Group. The growth of the AI server market is driving the adoption of 2.5D/3D packaging technologies. 2.5D & 3D interconnect types for the high-end performance packaging market: Revenue is expected to grow with

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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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