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 Augmented Reality

The Role of the Inertial Measurement Unit in 3D Time-of-flight Cameras

November 8, 2023

Algorithms & Models Blog Posts

Understanding Today’s Edge AI

November 8, 2023

Automotive Blog Posts

How Ethernet Cameras Give the Power of Sight to Embedded Vision Applications

November 2, 2023

Algorithms & Models Automotive

Modern Vehicles See More with Computer Vision

November 2, 2023

Algorithms & Models Blog Posts

Heart Rate Detection with Open CV

November 2, 2023

Aerospace and Defense Algorithms & Models

Dragonfly Base: Enhancing Indoor Localization in Challenging Environments with Visual Markers

October 31, 2023

Blog Posts Cadence

Why a DSP is Indispensable in the New World of AI

October 26, 2023

Blog Posts e-con Systems

Spectral Sensitivity: A Guide to Understanding Its Impact

October 26, 2023

Algorithms & Models Articles

A Guide to Optimizing Transformer-based Models for Faster Inference

October 25, 2023

Algorithms & Models Blog Posts

Getting Personal with On-device AI

October 24, 2023

Algorithms & Models Articles

NVIDIA TAO Toolkit “Zero to Hero”: Setup Tips and Tricks

October 24, 2023

Algorithms & Models Arm

The Future of Vision: Edge AI Breaks Barriers for Data-intensive Applications

October 23, 2023

Blog Posts e-con Systems

How Cameras Play a Crucial Role in Advancing Microscopic-based Medical Diagnosis

October 18, 2023

Algorithms & Models Blog Posts

Democratizing On-device Generative AI with Sub-10 Billion Parameter Models

October 13, 2023

Aerospace and Defense Automotive

How Low-light Camera Modules Power Critical Embedded Vision Applications: A Detailed Look

October 12, 2023

Latest Videos

“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

“From Prototype to Production: What Computer Vision Teams Wish They Knew at 100 Devices,” a Presentation from Peridio

June 10, 2026

“Enabling “GenAI Everywhere”: Flexible Model Compatibility and Insight-Driven Workflows,” a Presentation from Nota AI

June 9, 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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