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
Altera Closes Silver Lake Investment to Become World’s Largest Pure-play FPGA Solutions Provider
Independence accelerates innovation, enables customer focus, and drives long-term value creation SAN JOSE, Calif. and MENLO PARK, Calif. , 2025-09-15 – Altera Corporation, a leader in FPGA innovations, today announced that Silver Lake, a global
LLiMa: SiMa.ai’s Automated Code Generation Framework for LLMs and VLMs for <10W
This blog post was originally published at SiMa.ai’s website. It is reprinted here with the permission of SiMa.ai. In our blog post titled “Implementing Multimodal GenAI Models on Modalix”, we describe how SiMa.ai’s MLSoC Modalix
“Introduction to Deep Learning and Visual AI: Fundamentals and Architectures,” a Presentation from eBay
Mohammad Haghighat, Senior Manager for CoreAI at Bay, presents the “Introduction to Deep Learning and Visual AI: Fundamentals and Architectures” tutorial at the May 2025 Embedded Vision Summit. This talk provides a high-level introduction to
Why Synthetic Data Is Shaping the Future of Computer Vision
This blog post was originally published at Geisel Software’s Symage website. It is reprinted here with the permission of Geisel Software. The future of “seeing” Synthetic data solves data bottlenecks: It reduces the time and
“Deep Sentinel: Lessons Learned Building, Operating and Scaling an Edge AI Computer Vision Company,” a Presentation from Deep Sentinel
David Selinger, CEO of Deep Sentinel, presents the “Deep Sentinel: Lessons Learned Building, Operating and Scaling an Edge AI Computer Vision Company” tutorial at the May 2025 Embedded Vision Summit. Deep Sentinel’s edge AI security
Axelera AI Boosts LLMs at the Edge by 2x with Metis M.2 Max Introduction
First of its kind performance for LLMs and VLMs for low power, embedded devices. EINDHOVEN, NL – September 8, 2025 – Axelera AI, the leading provider of purpose-built AI hardware acceleration technology, today announced Metis®
Automated Driving for All: Snapdragon Ride Pilot System Brings State-of-the-art Safety and Comfort Features to Drivers Across the Globe
This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. Qualcomm Technologies, Inc. introduces Snapdragon Ride Pilot at IAA Mobility 2025 What you should know: Qualcomm Technologies,
“Introduction to Knowledge Distillation: Smaller, Smarter AI Models for the Edge,” a Presentation from Deep Sentinel
David Selinger, CEO of Deep Sentinel, presents the “Introduction to Knowledge Distillation: Smaller, Smarter AI Models for the Edge” tutorial at the May 2025 Embedded Vision Summit. As edge computing demands smaller, more efficient models,
Smarter, Faster, More Personal AI Delivered on Consumer Devices with Arm’s New Lumex CSS Platform, Driving Double-digit Performance Gains
News Highlights: Arm Lumex CSS platform unlocks real-time on-device AI use cases like assistants, voice translation and personalization, with new SME2-enabled Arm CPUs delivering up to 5x faster AI performance Developers can access SME2 performance
Technologies
Thermal Interface Materials: The Critical Heat-Transfer Frontier in Advanced Semiconductor Packaging
The next generation of Thermal Interface Materials (TIMs) offer the opportunity to gain a quantum leap in thermal efficiency, reliability, and market growth. IDTechEx research finds the market size of next-generation TIM1 and TIM1.5 for advanced semiconductor packaging will exceed at a CAGR of 31% from 2026 to 2036. In this new article, IDTechEx Senior Technology
IDTechEx Technology Innovations Outlook 2026-2036
This collection of in-depth articles from IDTechEx industry experts examines some of the most important technology innovation trends set to transform global industries over the next decade. It provides both a clear assessment of today’s landscape and a forward-looking outlook through to 2036, helping businesses, investors, and policymakers prepare for opportunities and challenges ahead. This
ImagingNext 2025 Inspires the AI Vision Community: Exciting Insights, Powerful Keynote Speeches, and Valuable Contacts
Munich, Bavaria, Germany – September 25th, 2025 – This year’s ImagingNext, the leading event for AI vision and embedded imaging, was a resounding success. Around 100 participants came together to discuss the latest trends, technologies, and use cases in the field of vision AI in an inspiring atmosphere. The mood was great – from the
Applications
How e-con Systems Built a Multi-camera Solution for Large Mining Vehicles to Eliminate Blind Spots
This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Large mining vehicles tend to operate in unpredictable terrains. They often face issues like poor lighting or heavy dust. Find out how e-con Systems helped a client select and deploy a multi-camera solution for their
Semiconductors at the Heart of Automotive’s Next Chapter
This market research report was originally published at the Yole Group’s website. It is reprinted here with the permission of the Yole Group. Automotive White Paper, Vol.2, Powered by Yole Group – Shifting gears! KEY TAKEAWAYS The automotive semiconductor market will soar from $68 billion in 2024 to $132 billion in 2030, growing at a
How Do You Teach an AI Model to Reason? With Humans
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. NVIDIA’s data factory team creates the foundation for AI models like Cosmos Reason, which today topped the physical reasoning leaderboard on Hugging Face. AI models are advancing at a rapid rate and scale. But what might they
Functions
PerCV.ai: How a Vision AI Platform and the STM32N6 can Turn Around an 80% Failure Rate for AI Projects
This blog post was originally published at STMicroelectronics’ website. It is reprinted here with the permission of STMicroelectronics. The vision AI platform PerCV.ai (pronounced Perceive AI), could be the secret weapon that enables a company to deploy an AI application when so many others fail. The solution from Irida Labs, a member of the ST
“Deep Sentinel: Lessons Learned Building, Operating and Scaling an Edge AI Computer Vision Company,” a Presentation from Deep Sentinel
David Selinger, CEO of Deep Sentinel, presents the “Deep Sentinel: Lessons Learned Building, Operating and Scaling an Edge AI Computer Vision Company” tutorial at the May 2025 Embedded Vision Summit. Deep Sentinel’s edge AI security cameras stop some 45,000 crimes per year. Unlike most security camera systems, they don’t just… “Deep Sentinel: Lessons Learned Building,
Automated Driving for All: Snapdragon Ride Pilot System Brings State-of-the-art Safety and Comfort Features to Drivers Across the Globe
This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. Qualcomm Technologies, Inc. introduces Snapdragon Ride Pilot at IAA Mobility 2025 What you should know: Qualcomm Technologies, Inc. has introduced Snapdragon Ride Pilot to help make driving more safety-focused and convenient for people around the world. Features
