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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 Automotive

The Role of 3D LiDAR Technology in ITS

March 6, 2024

Algorithms & Models Blog Posts

How is AI Transforming the Semiconductor Industry?

March 5, 2024

Blog Posts

Discover the Future of Vision AI at NVIDIA GTC24

March 2, 2024

Algorithms & Models Blog Posts

5 Generative AI Use Cases Impacting Our Lives

March 1, 2024

Algorithms & Models Blog Posts

Detecting Real-time Waste Contamination Using Edge Computing and Video Analytics

February 29, 2024

Blog Posts e-con Systems

How Ethernet Cameras Are Making a Comeback with New, Powerful Features

February 29, 2024

Algorithms & Models Blog Posts

What Do Vision Transformers See?

February 28, 2024

Blog Posts Object Identification

Anonymous vs. Anonymized: Learn the Difference

February 28, 2024

Algorithms & Models Blog Posts

Edge AI in Medical Applications

February 27, 2024

Algorithms & Models Blog Posts

Optimizing Generative AI for Edge Devices

February 22, 2024

Blog Posts e-con Systems

Fixed-focus vs. Autofocus Lenses: How to Choose the Best Lens for Your Application

February 22, 2024

Algorithms & Models Blog Posts

An In-depth Comparison of LiDAR, Camera and Radar Technologies

February 21, 2024

Algorithms & Models Blog Posts

IoT for Dummies: Decoding the Language of Your Smart Building

February 21, 2024

Algorithms & Models Blog Posts

Benchmarking Camera Performance on Your Workstation with NVIDIA Isaac Sim

February 20, 2024

Algorithms & Models Articles

Quantization of Convolutional Neural Networks: Model Quantization

February 19, 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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