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

5 Benefits of On-device Generative AI

August 16, 2023

Algorithms & Models Blog Posts

Generative AI Trends by the Numbers: Costs, Resources, Parameters and More

August 16, 2023

Algorithms & Models Arm

Machine Learning Transforms the Internet of Things

August 16, 2023

Algorithms & Models Blog Posts

Mean Average Precision (mAP): Common Definition, Myths and Misconceptions

August 14, 2023

Blog Posts e-con Systems

Manual Microscopes vs. AI-based Automated Digital Microscopes: An In-depth Look

August 10, 2023

Blog Posts Expedera

A Packet-based Architecture For Edge AI Inference

August 9, 2023

Algorithms & Models Blog Posts

Improve Accuracy and Robustness of Vision AI Apps with Vision Transformers and NVIDIA TAO

August 8, 2023

Blog Posts e-con Systems

What is a Flow Cytometer and How Does It Work?

August 3, 2023

Algorithms & Models Blog Posts

Floating-point Arithmetic for AI Inference: Hit or Miss?

July 26, 2023

Blog Posts e-con Systems

How are CMOS Cameras Used In Cell Imaging and Molecular Imaging?

July 26, 2023

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

Latest Videos

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

April 27, 2026

Beyond the Bench: Reinventing Embedded Hardware with Grinn

April 20, 2026

“Non-Contact Vital Sign Monitoring Using Low-Cost WiFi Devices,” a Presentation from the University of California, Santa Cruz

April 14, 2026

How ModelCat uses AI to Generate Production Ready Models for Edge Devices

April 8, 2026

See How ams OSRAM Revolutionize Optical Solutions with the Help of Cadence Tools

April 3, 2026

Lightweight Keyword Spotting Solution from Microchip

March 27, 2026

Restar Framos Demo: Sony IMX927 105 MP Global Shutter Image Sensor

March 20, 2026

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

Inspire and empower.

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

Accelerate your success.

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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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