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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

Aerospace and Defense Agriculture

How Customized Single-board Computers Increase the Profitability of Embedded Vision Systems

May 21, 2026

Blog Posts Software

The Next Frontier in AI Is Not Just Reasoning. It Is Knowing When to Look Again

May 20, 2026

Blog Posts Processors

ChiPy: Bridge Neural Networks and C++ on Silicon — Full Inference Pipelines with Zero CPU Round-Trips

May 19, 2026

Blog Posts Consumer

The New Baseline for Human-Centric Devices Starts with Always-On Edge AI Audio: Introducing the Synaptics® Astra™ SR80 Series

May 18, 2026

Blog Posts e-con Systems

What is a Spatial Filter, and How Does it Enhance Depth Quality in ToF Cameras?

May 15, 2026

Blog Posts Efinix

Designing with Efinix FPGA DSP Blocks

May 14, 2026

Automotive Blog Posts

Physical AI: 8 Questions Every Engineering Leader Is Asking

May 13, 2026

Algorithms & Models Ambarella

Everything Is Going to Be Driven by Algorithms

May 12, 2026

Algorithms & Models Blog Posts

Face Super Resolution for Better Video Experiences

May 11, 2026

Blog Posts Memory

Scalable FPGA Prototyping for AI SoCs: Handling Massive Parallelism and Bandwidth

May 8, 2026

Automotive Blog Posts

Falcon Takes Flight: Connect Tech’s Vehicle AI Platform Was Built for the Worst Conditions on Earth

May 5, 2026

Algorithms & Models Blog Posts

Case Study: How an Enterprise Tech Team Went from Dozens to 2,000+ Fine-Tuning Configurations

May 4, 2026

Blog Posts Memory

The rise of smarter robots and why memory is becoming their superpower

May 1, 2026

Blog Posts Processors

Addressing Technical Challenges in Next-Gen Smart Lock Design

April 28, 2026

Articles HCLTech

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

April 27, 2026

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

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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If you're building AI or vision-enabled products, you've come to the right place.

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