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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

Submit an entry now!
Submit an entry now!

2026 Edge AI and Vision Product of the Year Awards

Honoring innovation and achievement in edge AI and computer vision building-block technologies

The Latest

Featured Resources

Algorithms & ModelsArticlesMultimodalObject IdentificationObject Tracking

SAM3: A New Era for Open‑Vocabulary Segmentation and Edge AI

November 24, 2025
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Algorithms & ModelsEdge AI and Vision AllianceMemoryProcessorsRobotics

“Sensors and Compute Needs and Challenges for Humanoid Robots,” a Presentation from Agility Robotics

September 30, 2025
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Algorithms & ModelsEdge AI and Vision AllianceMemoryMultimodalProcessors

“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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Algorithms & ModelsEdge AI and Vision AllianceMemoryMultimodalProcessors

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

August 25, 2025
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Algorithms & ModelsOpenCV.orgSoftwareSummit 2025Tools

“The New OpenCV 5.0: Added Features, Performance Improvements and Future Directions,” a Presentation from OpenCV.org

August 20, 2025
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Latest News and Market Analysis

Algorithms & ModelsNews

Google releases FunctionGemma: lightweight function-calling model aimed at on-device agents

December 19, 2025
Lattice SemiconductorNews

Lattice Enhances sensAI Solution Stack with Edge AI Performance, Efficiency, and Ease of Use

December 18, 2025
Image Quality LabsIndustrial Vision (Computer Vision)

poLight ASA Collaborates with Image Quality Labs on M12-based Raspberry Pi TLens Studio for AI-driven Industrial Machine Vision Applications

December 18, 2025
Algorithms & ModelsNews

NVIDIA Debuts Nemotron 3 Family of Open Models

December 15, 2025
Algorithms & ModelsArm

Arm at NeurIPS 2025: How AI research is shaping the future of intelligent computing

December 12, 2025
AMDNews

AMD Expands Space-Grade Portfolio, Enhances In-Orbit Processing Capability and Extends Mission Timelines

December 9, 2025
e-con SystemsNews

e-con Systems to Launch Darsi Pro, an NVIDIA Jetson-Powered AI Compute Box for Advanced Vision Applications

December 4, 2025
IntelNews

OpenVINO 2025.4 Release Broadens Model Support

December 2, 2025
AMDInfineon

AMD Spartan UltraScale+ FPGA Kit Adds Proven Infineon HyperRAM Support for Edge AI Designs

December 2, 2025
NewsNVIDIA

NVIDIA and Synopsys Announce Strategic Partnership to Revolutionize Engineering and Design

December 1, 2025
AMDNews

Now Available: AMD Spartan UltraScale+ FPGA SCU35 Evaluation Kit–An Affordable Platform for Every Developer

December 1, 2025
ConsumerNews

The 8-Series Reimagined: Snapdragon 8 Gen 5 Delivers Premium Performance and Experiences

December 1, 2025
Market AnalysisProcessors

Microcontrollers enter a new growth cycle as the market targets US$34 billion in 2030

December 1, 2025
NewsNota AI

Nota AI Signs Technology Collaboration Agreement with Samsung Electronics for Exynos AI Optimization “Driving the Popularization of On-Device Generative AI”

November 26, 2025
News

Jeff Bier to Speak at AI Everywhere 2025

November 26, 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

Blog PostsInformation Access and Analytics

Grounded AI Starts Here: Rapid Customization for RAG and Context Engineering

December 19, 2025
Blog Postse-con Systems

How FPGA-Based Frame Grabbers Are Powering Next-Gen Multi-Camera Systems

December 18, 2025
Algorithms & ModelsAnalog Devices

97% Smaller, Just as Smart: Scaling Down Networks with Structured Pruning

December 17, 2025
Algorithms & ModelsBlog Posts

AI On: 3 Ways to Bring Agentic AI to Computer Vision Applications

December 16, 2025
AgricultureArticles

Better Than Real? What an Apple-Orchard Benchmark Really Says About Synthetic Data for Vision AI

December 15, 2025
ArmBlog Posts

The architecture shift powering next-gen industrial AI

December 12, 2025
Articlese-con Systems

What is a dust denoising filter in TOF camera, and how does it remove noise artifacts in vision systems?

December 11, 2025
Algorithms & ModelsBlog Posts

Low-Light Image Enhancement: YUV vs RAW – What’s the Difference?

December 10, 2025
Algorithms & ModelsArticles

NVIDIA-Accelerated Mistral 3 Open Models Deliver Efficiency, Accuracy at Any Scale

December 8, 2025
AmbarellaAutomotive

Ambarella’s CV3-AD655 Surround View with IMG BXM GPU: A Case Study

December 5, 2025
Aerospace and DefenseBlog Posts

Overcoming the Skies: Navigating the Challenges of Drone Autonomy

December 4, 2025
Algorithms & ModelsAutomotive

NVIDIA Advances Open Model Development for Digital and Physical AI

December 3, 2025
3LCBlog Posts

Breaking the Human Accuracy Barrier in Computer Vision Labeling

December 2, 2025
AvassaBlog Posts

Why Edge AI Struggles Towards Production: The Deployment Problem

December 1, 2025
Algorithms & ModelsBlog Posts

Let’s Visit the Zoo

November 26, 2025

Latest Videos

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“Three Big Topics in Autonomous Driving and ADAS,” an Interview with Valeo

October 20, 2025
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“Toward Hardware-agnostic ADAS Implementations for Software-defined Vehicles,” a Presentation from Valeo

October 17, 2025
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“Object Detection Models: Balancing Speed, Accuracy and Efficiency,” a Presentation from Union.ai

October 16, 2025
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“Depth Estimation from Monocular Images Using Geometric Foundation Models,” a Presentation from Toyota Research Institute

October 15, 2025
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“Introduction to DNN Training: Fundamentals, Process and Best Practices,” a Presentation from Think Circuits

October 14, 2025
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“Introduction to Depth Sensing: Technologies, Trade-offs and Applications,” a Presentation from Think Circuits

October 13, 2025
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“Lessons Learned Building and Deploying a Weed-killing Robot,” a Presentation from Tensorfield Agriculture

October 10, 2025
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“Transformer Networks: How They Work and Why They Matter,” a Presentation from Synthpop AI

October 9, 2025
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“Virtual Reality, Machine Learning and Biosensing Advances Converging to Transform Healthcare and Beyond,” an Interview with Stanford University

October 8, 2025
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“Understanding Human Activity from Visual Data,” a Presentation from Sportlogiq

October 7, 2025
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“Multimodal Enterprise-scale Applications in the Generative AI Era,” a Presentation from Skyworks Solutions

October 6, 2025
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“SKAIVISION: Transforming Automotive Dealerships with Computer Vision,” a Presentation from SKAIVISION

October 3, 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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