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

Algorithms & Models Blog Posts

Machine Learning 101: Build, Train, Test, Rinse and Repeat

July 26, 2023

Algorithms & Models Blog Posts

Maximizing Attention, Minimizing Costs: Embracing Intelligent Digital Assistants with Vision and Speech Processing in the Cloud and Edge

July 25, 2023

Algorithms & Models Blog Posts

Transformer Models and NPU IP Co-optimized for the Edge

July 25, 2023

Algorithms & Models Blog Posts

Reflections from RSS: Three Reasons DL Fails at Autonomy

July 21, 2023

Automotive Blog Posts

Leopard Imaging and DMS: STMicroelectronics’ VB56G4A and AI are Finally Making a 20-year-old Idea Mainstream

July 21, 2023

Algorithms & Models Blog Posts

Get a Clearer Picture of Vision Transformers’ Potential at the Edge

July 20, 2023

Blog Posts Expedera

A Buyers Guide to an NPU

July 19, 2023

Blog Posts Expedera

Can Compute-in-memory Bring New Benefits To Artificial Intelligence Inference?

July 19, 2023

Algorithms & Models Blog Posts

Assembling Your Data Science Tool Belt: A Road to Machine Learning

July 13, 2023

Blog Posts e-con Systems

What is Sports Analytics, and How is Embedded Vision Reimagining It?

July 12, 2023

Algorithms & Models Blog Posts

Face Distortion Correction for Images and Videos in Real-time

July 10, 2023

Blog Posts e-con Systems

How Cameras Enable Vision in New-age Agricultural Robots

July 7, 2023

Algorithms & Models Blog Posts

Bee Decisions Inform a New Approach to Developing Machine Autonomy

June 29, 2023

Blog Posts e-con Systems

GMSL2 Cameras vs FPD-Link III Cameras: A Detailed Study

June 29, 2023

Algorithms & Models Blog Posts

Plumerai Wins MLPerf Tiny 1.1 AI Benchmark for Microcontrollers Again

June 28, 2023

Latest Videos

Conversations at the Edge with NXP

March 9, 2026

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

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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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

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