Resources

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

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,

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Technologies

Lattice Semiconductor

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

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Algorithms & Models

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

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Algorithms & Models

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.

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Applications

Blog Posts

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

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Algorithms & Models

“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.

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Automotive

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:

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Functions

Algorithms & Models

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

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Algorithms & Models

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

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Biometrics

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

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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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