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

$1 Trillion by 2030: The Semiconductor Devices Industry is On Track
This market research report was originally published at the Yole Group’s website. It is reprinted here with the permission of the Yole Group. Entering a new growth cycle, the surge in the semiconductor industry is

From Seeing to Understanding: LLMs Leveraging Computer Vision
This blog post was originally published at Tryolabs’ website. It is reprinted here with the permission of Tryolabs. From Face ID unlocking our phones to counting customers in stores, Computer Vision has already transformed how

Autonomous Cars are Leveling Up: Exploring Vehicle Autonomy
When the Society of Automotive Engineers released their definitions of varying levels of automation from level 0 to level 5, it became easier to define and distinguish between the many capabilities and advancements of autonomous

Introducing Qualcomm Custom-built AI Models, Now Available on Qualcomm AI Hub
This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. We’re thrilled to announce that five custom-built computer vision (CV) models are now available on Qualcomm AI Hub!

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,

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

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

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

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
Technologies

$1 Trillion by 2030: The Semiconductor Devices Industry is On Track
This market research report was originally published at the Yole Group’s website. It is reprinted here with the permission of the Yole Group. Entering a new growth cycle, the surge in the semiconductor industry is driven by the rise of generative AI processors and HBM[1] OUTLINE Market evolution: with a $672 billion market in 2024[2],

From Seeing to Understanding: LLMs Leveraging Computer Vision
This blog post was originally published at Tryolabs’ website. It is reprinted here with the permission of Tryolabs. From Face ID unlocking our phones to counting customers in stores, Computer Vision has already transformed how businesses operate. As Generative AI (GenAI) becomes more compelling and accessible, this tried-and-tested technology is entering a new era of

Autonomous Cars are Leveling Up: Exploring Vehicle Autonomy
When the Society of Automotive Engineers released their definitions of varying levels of automation from level 0 to level 5, it became easier to define and distinguish between the many capabilities and advancements of autonomous vehicles. Level 0 describes an older model of vehicle with no automated features, while level 5 describes a future ideal
Applications

Autonomous Cars are Leveling Up: Exploring Vehicle Autonomy
When the Society of Automotive Engineers released their definitions of varying levels of automation from level 0 to level 5, it became easier to define and distinguish between the many capabilities and advancements of autonomous vehicles. Level 0 describes an older model of vehicle with no automated features, while level 5 describes a future ideal

STMicroelectronics and HighTec EDV-Systeme Collaborate for Safer Software-defined Vehicles
Where safety meets safety: ST’s Stellar MCUs certified to the highest level of risk management, ISO 26262 ASIL D, are now supported with the same safety level by HighTec’s Rust compiler Geneva, Switzerland and Saarbrücken, Germany, February 4, 2025 – STMicroelectronics (NYSE: STM), a global semiconductor leader serving customers across the spectrum of electronics applications,

Empowering Civil Construction with AI-driven Spatial Perception
This blog post was originally published at Au-Zone Technologies’ website. It is reprinted here with the permission of Au-Zone Technologies. Transforming Safety, Efficiency, and Automation in Construction Ecosystems In the rapidly evolving field of civil construction, AI-based spatial perception technologies are reshaping the way machinery operates in dynamic and unpredictable environments. These systems enable advanced
Functions

Empowering Civil Construction with AI-driven Spatial Perception
This blog post was originally published at Au-Zone Technologies’ website. It is reprinted here with the permission of Au-Zone Technologies. Transforming Safety, Efficiency, and Automation in Construction Ecosystems In the rapidly evolving field of civil construction, AI-based spatial perception technologies are reshaping the way machinery operates in dynamic and unpredictable environments. These systems enable advanced

Seeing In the Dark: Infrared for Automotive
Infrared sensors are becoming more popular in vehicles for advanced driver assistance systems (ADAS), in-cabin sensing, and driver monitoring systems (DMS), largely due to advancements in vehicle safety and awareness. IDTechEx‘s latest report, “Infrared (IR) Cameras for Automotive 2025-2035: Technologies, Opportunities, Forecasts“, explores the types of infrared sensors that are commonly used, and forecasts for

Multimodal Large Language Models: Transforming Computer Vision
This blog post was originally published at Tenyks’ website. It is reprinted here with the permission of Tenyks. This article introduces multimodal large language models (MLLMs) [1], their applications using challenging prompts, and the top models reshaping computer vision as we speak. What is a multimodal large language model (MLLM)? In layman terms, a multimodal