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

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

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

Latest Videos

“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

“Roads to Robots: How Generative AI Is Redefining Memory and Storage for Embodied AI,” a Presentation from Micron

June 8, 2026

“Speeding Time to Market with Production-Ready Edge AI Solutions: From Wake Word Detection to Face Recognition,” a Presentation from Microchip Technology

June 5, 2026

“Invertible Light Technology: A Paradigm Shift for Depth Sensing,” a Presentation from MagikEye

June 4, 2026

“Efficient Computer Vision at the Far Edge: Design and Training Under Constraints,” a Presentation from Lattice Semiconductor

June 3, 2026

“Why Your Next AI Accelerator Should Be an FPGA,” a Presentation from Efinix

June 2, 2026

“HiFi iQ: Enabling Voice AI and Immersive Audio for Smart Home, Mobile and Automotive,” a Presentation from Cadence

June 1, 2026

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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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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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