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
Qualcomm and Google Cloud Deepen Collaboration to Bring Agentic AI Experiences to the Auto Industry
Highlights: Landmark technical collaboration brings together the strengths of two industry leaders with Google Gemini models and Qualcomm Snapdragon Digital Chassis solutions to help automakers create deeply personalized and advanced AI agents that will redefine
How AI-powered Cameras Are Transforming Data Center Security
This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Data centers process, store, and transmit enormous volumes of data. So, it makes them natural
“Introduction to Enhancing Data Quality for AI Success,” a Presentation from CVS Health
Aarohi Tripathi, Senior Data Engineer at CVS Health, presents the “Introduction to Enhancing Data Quality for AI Success,” tutorial at the May 2025 Embedded Vision Summit. In this presentation, Tripathi focuses on the critical role
New Geometries Driving MEMS Gyroscopes Towards Better Performance
Inertial measurement units, or IMUs, form the backbone of the physical layer of modern navigation systems. According to IDTechEx‘s research report, “Next-Generation MEMS 2026-2036: Markets, Technologies, and Players“, high-end IMUs constitute a US$3.8 billion global
Accelerate Autonomous Vehicle Development with the NVIDIA DRIVE AGX Thor Developer Kit
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Autonomous vehicle (AV) technology is rapidly evolving, fueled by ever-larger and more complex AI models deployed at
“Mastering the End-to-end Machine Learning Model Building Process: Best Practices and Pitfalls,” a Presentation from Caterpillar
Paril Ghori, Senior Data Scientist at Caterpillar, presents the “Mastering the End-to-end Machine Learning Model Building Process: Best Practices and Pitfalls” tutorial at the May 2025 Embedded Vision Summit. In this talk, Ghori explores the
Next-gen Fleet Telematics and Dashcams Shift to On-device AI
This blog post was originally published at Ambarella’s website. It is reprinted here with the permission of Ambarella. The role of dashcams has changed significantly over the past decade. What began as a passive recording
“Strategies for Image Dataset Curation from High-volume Industrial IoT Data,” a Presentation from Brambles
Dan Bricarello, Computer Vision Lead, and Apurva Godghase, Senior Computer Vision Engineer, both of Brambles, co-present the “Strategies for Image Dataset Curation from High-volume Industrial IoT Data” tutorial at the May 2025 Embedded Vision Summit.
Qualcomm and BMW Group Unveil Groundbreaking Automated Driving System with Jointly Developed Software Stack
Highlights: AI-enabled Snapdragon Ride Pilot Automated Driving System, powered by Snapdragon Ride system-on-chips and a new jointly developed automated driving software stack, debuts in the all-new BMW iX3 at IAA Mobility 2025. System is validated
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
