Resources
In-depth information about the edge AI and vision applications, technologies, products, markets and trends.
The content in this section of the website comes from Edge AI and Vision Alliance members and other industry luminaries.
All Resources
2026: The Year Intelligence Gets Physical
This article was originally published at Analog Devices’ website. It is reprinted here with the permission of Analog Devices. Artificial intelligence is entering a new phase where models interpret contextual data whilst interacting with the physical
Why Night HDR Is More Challenging Than Daytime HDR
This blog post was originally published at Visidon’s website. It is reprinted here with the permission of Visidon. High Dynamic Range (HDR) imaging has become a standard feature in modern cameras, from smartphones to automotive and
AI-Assisted Coding: The Next Step in Abstraction
I’ve been using AI-assisted coding for my work a lot recently, and I’ll admit, I wasn’t sure how I felt about it. Was I cheating? How do I know it’s right? Do I admit to
Restar Framos Demo: Sony IMX927 105 MP Global Shutter Image Sensor
Prashant Mehta from Restar Framos presents the Sony IMX927, a high-performance 105-megapixel global shutter image sensor. The demonstration highlights the sensor’s extreme resolution and speed, showing its ability to capture live, detailed images of
A Smarter Vision for AI at ISC West 2026
Ambarella will be hosting an invitation-only exhibition at ISC West 2026, taking place March 25 – 27 at the Venetian Expo in Las Vegas, where we’ll demonstrate how edge AI is enabling the next generation
UCIe & Chiplets: A Practical Guide to Modular SoC Design
This blog post was originally published at Tessolve’s website. It is reprinted here with the permission of Tessolve. The semiconductor industry is undergoing a paradigm shift. Traditional monolithic System-on-Chip (SoC) designs are giving way to modular
From Warehouse to Wallet: New State of AI in Retail and CPG Survey Uncovers How AI Is Rewiring Supply Chains and Customer Experiences
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. The third annual NVIDIA State of AI in Retail and CPG survey shows why nine in 10 retailers
Cadence and NVIDIA Unveil Accelerated Engineering Solutions Purpose-Built for Agentic AI Chip and System Design
New agentic integrated circuit (IC) and physical AI accelerated solutions enable engineers to solve previously impossible chip, system and AI factory challenges SAN JOSE, Calif.— Today, Cadence announced an expansion of its broad collaboration with NVIDIA to
STMicroelectronics and Leopard Imaging Accelerate Robotics Vision with NVIDIA Jetson-ready Multi-sensor Module
Key Takeaways Multimodal module combining 2D imaging, 3D depth sensing, and human-like motion perception NVIDIA Holoscan Sensor Bridge ensuring multi-gigabit plug and play connectivity with Jetson platforms Fully supported by NVIDIA Isaac open robot development
Technologies
Lattice Collaborates with TI to Accelerate Edge AI for Robotics and Industrial Applications
HILLSBORO, Ore. – Apr. 20, 2026 – Lattice Semiconductor (NASDAQ: LSCC), the low power programmable leader, today announced that the company is collaborating with Texas Instruments (TI) to simplify sensor integration and to scale real-time edge AI systems. The combination of TI’s sensing technologies and the Lattice Holoscan Sensor Bridge solution, based on Lattice low power FPGA technology, will
Modern Trends in Floating-Point
This blog post was originally published at Imagination Technologies’ website. It is reprinted here with the permission of Imagination Technologies. The requirement to support real numbers in computers has existed for as long as computers themselves, yet has always been a more complicated challenge than it at first appears. Why? Because computer-based representations can only represent
Beyond the Bench: Reinventing Embedded Hardware with Grinn
In this episode of Beyond the Bench from Peridio, Bill Brock sits down with Robert Otręba, Founder & CEO of Grinn, a Poland-based embedded engineering company operating for nearly 18 years. Robert shares how Grinn grew from a two-person startup into a 70-engineer team specializing in system-on-modules (SOMs), embedded Linux, and high-speed hardware design.
Applications
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:
Functions
AI On: 3 Ways to Bring Agentic AI to Computer Vision Applications
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Learn how to integrate vision language models into video analytics applications, from AI-powered search to fully automated video analysis. Today’s computer vision systems excel at identifying what happens in physical spaces and processes, but lack the abilities to explain the
SAM3: A New Era for Open‑Vocabulary Segmentation and Edge AI
Quality training data – especially segmented visual data – is a cornerstone of building robust vision models. Meta’s recently announced Segment Anything Model 3 (SAM3) arrives as a potential game-changer in this domain. SAM3 is a unified model that can detect, segment, and even track objects in images and videos using both text and visual
TLens vs VCM Autofocus Technology
This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. In this blog, we’ll walk you through how TLens technology differs from traditional VCM autofocus, how TLens combined with e-con Systems’ Tinte ISP enhances camera performance, key advantages of TLens over mechanical autofocus systems, and applications
