Home - Edge AI and Vision Alliance

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

Automotive Blog Posts

What Sensor Fusion Architecture Offers for NVIDIA Orin NX-Based Autonomous Vision Systems

February 6, 2026

Blog Posts OpenCV.org

Enhancing Images: Adaptive Shadow Correction Using OpenCV

February 5, 2026

Automotive Blog Posts

Driving the Future of Automotive AI: Meet RoX AI Studio

February 4, 2026

Blog Posts BrainChip

Right Sizing AI for Embedded Applications

February 3, 2026

Blog Posts NVIDIA

Production Software Meets Production Hardware: Jetson Provisioning Now Available with Avocado OS

February 2, 2026

Blog Posts e-con Systems

Proactive Road Safety: Detecting Near-Miss Incidents with AI Vision

January 30, 2026

Blog Posts OpenMV

OpenMV’s Latest: Firmware v4.8.1, Multi-sensor Vision, Faster Debug, and What’s Next

January 29, 2026

Algorithms & Models Articles

On-Device LLMs in 2026: What Changed, What Matters, What’s Next

January 28, 2026

Analog Devices Blog Posts

Faster Sensor Simulation for Robotics Training with Machine Learning Surrogates

January 28, 2026

Avassa Blog Posts

How Edge Computing In Retail Is Transforming the Shopping Experience

January 27, 2026

Blog Posts MIPS

Meet MIPS S8200: Real-Time, On-Device AI for the Physical World

January 26, 2026

Arm Blog Posts

The Next Platform Shift: Physical and Edge AI, Powered by Arm

January 26, 2026

Blog Posts Industrial Vision (Computer Vision)

STM32MP21x: It’s Never Been More Cost-effective or More Straightforward to Create Industrial Applications with Cameras

January 23, 2026

Automotive Blog Posts

Why Scalable High-Performance SoCs are the Future of Autonomous Vehicles

January 22, 2026

Algorithms & Models Blog Posts

Getting Started with Edge AI on NVIDIA Jetson: LLMs, VLMs, and Foundation Models for Robotics

January 21, 2026

Latest Videos

Accelerating Product Development in the Era of Physical AI

March 5, 2026

Edge AI and Vision on Renesas RA8P1 MCU

February 26, 2026

January 2026 DRAM Market Update

February 14, 2026

Commonlands Demonstration of Field of View & Distortion Visualization for M12 Lenses & S-Mount Lenses

January 8, 2026

“Three Big Topics in Autonomous Driving and ADAS,” an Interview with Valeo

October 20, 2025

“Toward Hardware-agnostic ADAS Implementations for Software-defined Vehicles,” a Presentation from Valeo

October 17, 2025

“Object Detection Models: Balancing Speed, Accuracy and Efficiency,” a Presentation from Union.ai

October 16, 2025

“Depth Estimation from Monocular Images Using Geometric Foundation Models,” a Presentation from Toyota Research Institute

October 15, 2025

“Introduction to DNN Training: Fundamentals, Process and Best Practices,” a Presentation from Think Circuits

October 14, 2025

“Introduction to Depth Sensing: Technologies, Trade-offs and Applications,” a Presentation from Think Circuits

October 13, 2025

“Lessons Learned Building and Deploying a Weed-killing Robot,” a Presentation from Tensorfield Agriculture

October 10, 2025

“Transformer Networks: How They Work and Why They Matter,” a Presentation from Synthpop AI

October 9, 2025

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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Vision-Language Model (VLM) Trainings

Intro and New Advanced Courses

Vision-Language Model (VLM) Trainings

Intro and New Advanced Courses

Join us May 11-13 at the Embedded Vision Summit

The premier conference for innovators incorporating computer vision and physical AI in products

Join us May 11-13 at the Embedded Vision Summit

The premier conference for innovators incorporating computer vision and physical AI in products

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Featured Resources

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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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