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Computer Vision and Perceptual AI
Developer Survey
We want to hear from you!
Share your opinions and save $250 on the 2026 Embedded Vision Summit
Take the Survey Now

The Latest

Featured Resources

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“Edge AI and Vision at Scale: What’s Real, What’s Next, What’s Missing?,” An Embedded Vision Summit Expert Panel Discussion

August 27, 2025
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“The Future of Visual AI: Efficient Multimodal Intelligence,” a Keynote Presentation from Trevor Darrell

August 25, 2025
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Latest News and Market Analysis

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Semiconductors at the Heart of Automotive’s Next Chapter

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e-con Systems Expands Camera Support for Renesas’ New RZ/G3E, Enabling Reliable Edge AI Vision Solutions

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NVIDIA and Intel to Develop AI Infrastructure and Personal Computing Products

September 18, 2025
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FRAMOS Extends D400e 3D Camera Support to NVIDIA Holoscan Sensor Bridge

September 17, 2025
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September 15, 2025
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Axelera AI Boosts LLMs at the Edge by 2x with Metis M.2 Max Introduction

September 11, 2025
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Smarter, Faster, More Personal AI Delivered on Consumer Devices with Arm’s New Lumex CSS Platform, Driving Double-digit Performance Gains

September 10, 2025
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Qualcomm and Google Cloud Deepen Collaboration to Bring Agentic AI Experiences to the Auto Industry

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New Geometries Driving MEMS Gyroscopes Towards Better Performance

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Humanoids, Soft Grippers, and Delivery Robots

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Software-defined Vehicles: Built For Users, or For the Industry?

September 3, 2025
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Andes Technology Announces D23-SE: A Functional Safety RISC-V Core with DCLS and Split-lock for ASIL-B/D Automotive Applications

September 3, 2025
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Advanced Packaging Market Set to Reach $79.4 Billion by 2030

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CLIKANews

CLIKA Raises Seed Round to Accelerate AI Deployment Everywhere

September 1, 2025

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

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.
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Latest Technology Posts

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How Do You Teach an AI Model to Reason? With Humans

September 23, 2025
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PerCV.ai: How a Vision AI Platform and the STM32N6 can Turn Around an 80% Failure Rate for AI Projects

September 22, 2025
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OwLite Meets Qualcomm Neural Network: Unlocking On-device AI Performance

September 19, 2025
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Shifting AI Inference from the Cloud to Your Phone Can Reduce AI Costs

September 18, 2025
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How to Use the RGB-D Mapping Feature of e-con Systems’ DepthVista ToF Camera

September 17, 2025
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Build High-performance Vision AI Pipelines with NVIDIA CUDA-accelerated VC-6

September 16, 2025
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LLiMa: SiMa.ai’s Automated Code Generation Framework for LLMs and VLMs for <10W

September 15, 2025
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Why Synthetic Data Is Shaping the Future of Computer Vision

September 12, 2025
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September 11, 2025
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How AI-powered Cameras Are Transforming Data Center Security

September 10, 2025
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Accelerate Autonomous Vehicle Development with the NVIDIA DRIVE AGX Thor Developer Kit

September 9, 2025
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Building a Versatile Vision Data Simulation Platform: Key Components and Architecture

September 5, 2025
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GenAI Firsts: Redefining What’s Possible At the Edge

September 4, 2025
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September 3, 2025
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Into the Omniverse: World Foundation Models Advance Autonomous Vehicle Simulation and Safety

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Latest Videos

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“Scaling Computer Vision at the Edge,” a Presentation from Invisible AI

September 24, 2025
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“Scaling Machine Learning with Containers: Lessons Learned,” a Presentation from Instrumental

September 23, 2025
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“Vision-language Models on the Edge,” a Presentation from Hugging Face

September 22, 2025
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“Vision LLMs in Multi-agent Collaborative Systems: Architecture and Integration,” a Presentation from Google

September 19, 2025
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“Building Agentic Applications for the Edge,” a Presentation from GMAC Intelligence

September 18, 2025
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“Specifying and Designing Cameras for Computer Vision Applications,” a Presentation from Etron Technology America

September 17, 2025
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“Enabling Ego Vision Applications on Smart Eyewear Devices,” a Presentation from EssilorLuxottica

September 16, 2025
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“Introduction to Deep Learning and Visual AI: Fundamentals and Architectures,” a Presentation from eBay

September 15, 2025
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“Deep Sentinel: Lessons Learned Building, Operating and Scaling an Edge AI Computer Vision Company,” a Presentation from Deep Sentinel

September 12, 2025
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“Introduction to Knowledge Distillation: Smaller, Smarter AI Models for the Edge,” a Presentation from Deep Sentinel

September 11, 2025
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“Introduction to Enhancing Data Quality for AI Success,” a Presentation from CVS Health

September 10, 2025
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“Mastering the End-to-end Machine Learning Model Building Process: Best Practices and Pitfalls,” a Presentation from Caterpillar

September 9, 2025
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Join the Alliance.

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Inspire and empower.

The Alliance supports and encourages innovations in incorporating visual and artificial intelligence in new products and applications.

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Accelerate your success.

We work faster when we work together, putting our heads together to enhance success both in industry and technology.

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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.

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Timely insights.

The Alliance is a hub of timely insights into market research, technology trends, standards, and application requirements.

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Industry visibility.

Through networking, publication, content generation, and speaking engagements, member companies raise their profile.

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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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Here you’ll find a wealth of practical technical insights and expert advice to help you bring AI and visual intelligence into your products without flying blind.

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