The Latest

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

Build Vision AI Applications at the Edge with NVIDIA Metropolis Microservices and APIs

January 23, 2024

Algorithms & Models Blog Posts

Advancing Perception Across Modalities with State-of-the-art AI

January 17, 2024

Algorithms & Models Blog Posts

The Role of Precision Time Protocol Synchronization in Ethernet Cameras

January 17, 2024

Algorithms & Models Blog Posts

How to Find the Best “Food” for Your AI Model

January 16, 2024

Algorithms & Models Blog Posts

Fast-track Computer Vision Deployments with NVIDIA DeepStream and Edge Impulse

January 15, 2024

Algorithms & Models Blog Posts

The Positive Social Impact of AI

January 12, 2024

Algorithms & Models Blog Posts

What are the Most Effective Methods to Achieve High Dynamic Range Imaging?

January 12, 2024

Algorithms & Models Blog Posts

A Handful of Thoughts On the Practical Use of Generative Adversarial Networks

January 12, 2024

Blog Posts Face Detection

The Autonomous Home Has Arrived: Experience What’s Possible at CES 2024

January 9, 2024

Automotive Blog Posts

Synopsys at CES 2024: Driving the Future of Software-defined Vehicles

January 8, 2024

Blog Posts Processors

Advancing AI at the IoT Edge

January 8, 2024

Algorithms & Models Blog Posts

Unlocking the Potential of Unlabelled Data with Zero Shot Models and Vector Databases

January 5, 2024

Algorithms & Models Blog Posts

A Visual Quality Control Solution for Pharma Industry Inspection Machines

January 5, 2024

Algorithms & Models Blog Posts

Everyone Becomes More Efficient with Generative AI

January 4, 2024

Algorithms & Models Blog Posts

Context is (Nearly) Everything: How Humans and AI Understand Visual Stimuli Differently. Or, When is a Bird a Bird?

January 4, 2024

Latest Videos

“Porting and Optimizing Advanced Vision-Language-Action Models for Embedded Autonomous Systems,” a Presentation from Quadric

June 26, 2026

“How to Train an AI Model Using Roboflow and Deploy to an MCU with an NPU,” a Presentation from OpenMV

June 25, 2026

“COOL: Accelerating Computer Vision Workloads with Cloud Optimized OpenCV on AWS,” a Presentation from OpenCV.org, Amazon Web Services

June 24, 2026

“No RISC, No Reward: Unlocking Extreme Efficiency in Physical AI with RISC-V,” a Presentation from MIPS, a GlobalFoundries company

June 23, 2026

“Always-On Edge Perception Via a Heterogeneous Near-Memory AI Architecture,” a Presentation from FotoNation

June 22, 2026

“From Compute-Bound to Memory-Bound: Edge AI Architectures for VLMs,” a Presentation from Expedera

June 19, 2026

“Navigating Physical AI Deployment Across Multiple Platforms for Automated Optical Inspection,” a Presentation from eInfochips (an Arrow company)

June 18, 2026

“One Silicon, Two Worlds: NPU Optimization for Autoregressive and Diffusion Transformers,” a Presentation from VeriSilicon

June 17, 2026

“Why Edge Vision Models Keep Breaking—and What Complete Training Data Changes,” a Presentation from Synetic

June 16, 2026

“How Qualcomm Is Making Computer Vision Accessible Across Edge Verticals,” a Presentation from Qualcomm Technologies, Inc.

June 15, 2026

“Democratizing Physical AI: Arduino’s Open Door to Qualcomm’s Platform,” a Presentation from Qualcomm Technologies, Inc.

June 12, 2026

“Edge AI and Vision in Robotics: From Benchmarks to Fleet-Scale Reality,” an Expert Panel

June 11, 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

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