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The Alliance provides a wealth of practical technical insights and expert advice to help you bring AI and visual intelligence into your products without flying blind. Learn about the latest vision, AI and deep learning technologies, standards, market research and applications – and how to get involved in the community.

Latest Technology Posts

Blog Posts e-con Systems

Sony IMX412 vs Sony IMX676: A detailed comparison of Sony sensors for Embedded Vision Solutions

June 5, 2026

Blog Posts Infineon

Introducing Infineon’s Live Lab

June 4, 2026

Blog Posts NVIDIA

JetPack 7.2: The Production Moment for Physical AI

June 3, 2026

Algorithms & Models Blog Posts

Running BitNet on Qualcomm Hexagon with custom 1.58 kernels

June 2, 2026

Algorithms & Models Blog Posts

Why Vision LLMs Force A Rethink Of Edge AI Hardware

June 1, 2026

Algorithms & Models Arm

Gemma 4 on Arm: Accessible, Immediate, Optimized On-device AI to Accelerate the Mobile App Experience

May 29, 2026

Blog Posts Cadence

Samsung Foundry and Cadence: Accelerating Chiplet Solutions for Physical AI

May 28, 2026

Automotive Blog Posts

The Software Gap Holding AI Back: What Semiconductor Leaders Can Learn From the EV Transition

May 27, 2026

Axelera AI Blog Posts

Scaling Edge AI for the Enterprise: Building the Ultimate Multi-Model, Multi-Stream Security System

May 26, 2026

Algorithms & Models Blog Posts

How to Install OpenClaw and Hermes Agent on Qualcomm Arduino Boards, Rubik Pi 3 and Snapdragon PCs

May 25, 2026

Blog Posts Sensors and Cameras

Improving CMOS Performance at Night

May 22, 2026

Aerospace and Defense Agriculture

How Customized Single-board Computers Increase the Profitability of Embedded Vision Systems

May 21, 2026

Blog Posts Software

The Next Frontier in AI Is Not Just Reasoning. It Is Knowing When to Look Again

May 20, 2026

Blog Posts Processors

ChiPy: Bridge Neural Networks and C++ on Silicon — Full Inference Pipelines with Zero CPU Round-Trips

May 19, 2026

Blog Posts Consumer

The New Baseline for Human-Centric Devices Starts with Always-On Edge AI Audio: Introducing the Synaptics® Astra™ SR80 Series

May 18, 2026

Latest Videos

“Speeding Time to Market with Production-Ready Edge AI Solutions: From Wake Word Detection to Face Recognition,” a Presentation from Microchip Technology

June 5, 2026

“Invertible Light Technology: A Paradigm Shift for Depth Sensing,” a Presentation from MagikEye

June 4, 2026

“Efficient Computer Vision at the Far Edge: Design and Training Under Constraints,” a Presentation from Lattice Semiconductor

June 3, 2026

“Why Your Next AI Accelerator Should Be an FPGA,” a Presentation from Efinix

June 2, 2026

“HiFi iQ: Enabling Voice AI and Immersive Audio for Smart Home, Mobile and Automotive,” a Presentation from Cadence

June 1, 2026

“What We Learned Porting to OpenCV 5 with Claude Code,” a Presentation from Boston.AI

May 29, 2026

“Accelerating Deep Learning Models on AMD Adaptive SoCs with the AMD Vitis AI Workflow,” a Presentation from AMD

May 28, 2026

“Accelerating Physical AI with ROCm: High-Performance ML on AMD Embedded iGPUs,” a Presentation from AMD

May 27, 2026

“Edge-First Coding Agents: Trustworthy Agentic Development for Real Devices,” a Presentation from Ambarella

May 26, 2026

On-Demand Webinar on Deploying Computer Vision and LLMs at the Edge

May 7, 2026

Falcon Takes Flight: Connect Tech’s Vehicle AI Platform Was Built for the Worst Conditions on Earth

May 5, 2026

Roadmap to Autonomous Manufacturing: An AI driven Approach Based on Engineering Foundations

April 27, 2026

Inspire and empower.

The Alliance supports and encourages innovations in incorporating visual and artificial intelligence in new products and applications.

Accelerate your success.

We work faster when we work together, putting our heads together to enhance success both in industry and technology.

Providers in collaboration.

The Alliance brings together suppliers, end-product designers, and partners to speed the adoption of computer vision and artificial intelligence.

Timely insights.

The Alliance is a hub of timely insights into market research, technology trends, standards, and application requirements.

Industry visibility.

Through networking, publication, content generation, and speaking engagements, member companies raise their profile.

The Summit.

Held annually, the Embedded Vision Summit is the preeminent event for practical, deployable computer vision and visual AI, for product creators who want to bring visual intelligence to products.

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2026 Edge AI and Vision Product of the Year Awards

Honoring innovation and achievement in edge AI and computer vision building-block technologies

2026 Edge AI and Vision Product of the Year Awards

Honoring innovation and achievement in edge AI and computer vision building-block technologies

Latest News and Market Analysis

If you're building AI or vision-enabled products, you've come to the right place.

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