Resources
In-depth information about the edge AI and vision applications, technologies, products, markets and trends.
The content in this section of the website comes from Edge AI and Vision Alliance members and other industry luminaries.
All Resources

NVIDIA Announces DGX Spark and DGX Station Personal AI Computers
Powered by NVIDIA Grace Blackwell, Desktop Supercomputers Place Accelerated AI in the Hands of Developers, Researchers and Data Scientists; Systems Coming From Leading Computer Makers Including ASUS, Dell Technologies, HP and Lenovo March 18, 2025—GTC—NVIDIA

3LC Supports Saga Robotics in Agricultural ML
3LC and Saga Robotics Elevate Agricultural Robotics with Advanced Machine Learning and Computer Vision Houston, March 17, 2025 – 3LC is proud to announce that Saga Robotics is working with 3LC’s leading-edge machine learning platform

Demand for HBM to Grow 15-fold by 2035 for HPC and AI
Parallel computer architectures, such as those deployed for modern high-performance computing (HPC) and artificial intelligence (AI) workloads, frequently encounter memory bottlenecks that limit performance, known as the ‘memory wall’. Historically, this has stemmed from the

e-con Systems to Unveil the Latest AI Imaging Solutions at NVIDIA GTC 2025
California & Chennai (March 18, 2025): e-con Systems®, a leading provider of embedded vision solutions, is set to showcase its latest innovations at GTC 2025, scheduled from March 18 to 21 at the San Jose

Build Real-time Multimodal XR Apps with NVIDIA AI Blueprint for Video Search and Summarization
This article was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. With the recent advancements in generative AI and vision foundational models, VLMs present a new wave of visual

OpenMV Unveils the N6 and AE3: High-performance, Low-power AI Vision Cameras for Makers and Professionals
March 17, 2025, San Francisco, CA – OpenMV is excited to announce the launch of the OpenMV N6 and OpenMV AE3, two groundbreaking machine vision cameras designed to bring real-time AI capabilities to microcontrollers. Backed

Navigating the AI Implementation Journey: Buy or Build?
This blog post was originally published at Tryolabs’ website. It is reprinted here with the permission of Tryolabs. Many companies waste millions of dollars and critical time-to-market because they make the wrong decision on a

Optimizing Edge AI for Effective Real-time Decision Making in Robotics
This blog post was originally published at Geisel Software’s website. It is reprinted here with the permission of Geisel Software. Optimizing Edge AI Key Takeaways Instant Decisions, Real-World Impact: Edge AI empowers robots to react

Scalable Video Search: Cascading Foundation Models
This article was originally published at Tenyks’ website. It is reprinted here with the permission of Tenyks. Video has become the lingua franca of the digital age, but its ubiquity presents a unique challenge: how
Technologies

Removing the Barriers to Edge and Generative AI in Embedded Vision
This blog post was originally published at Macnica’s website. It is reprinted here with the permission of Macnica. The introduction of artificial intelligence (AI) has ushered in exciting new applications for surveillance cameras and other devices with embedded vision technology. Tools like generative AI (gen AI), ChatGPT and Midjourney are augmenting computer vision-based results. At

Powering IoT Developers with Edge AI: the Qualcomm RB3 Gen 2 Kit is Now Supported in the Edge Impulse Platform
This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. The Qualcomm RB3 Gen 2 Development Kit has been designed to help you develop high-performance IoT and edge AI applications. With powerful AI acceleration, pre-validated peripherals, and extensive software support, this kit enables every engineer to move

Intel Accelerates AI at the Edge Through an Open Ecosystem
Intel empowers partners to seamlessly integrate AI into existing infrastructure with its new Intel AI Edge Systems, Edge AI Suites and Open Edge Platform software. What’s New: Intel is unveiling its new Intel® AI Edge Systems, Edge AI Suites and Open Edge Platform initiatives. These offerings help streamline and speed up AI adoption at the edge
Applications

Radar-enhanced Safety for Advancing Autonomy
Front and side radars may have different primary uses and drivers for their innovation, but together, they form a vital part of ADAS for autonomous vehicles. IDTechEx‘s report, “Automotive Radar Market 2025-2045: Robotaxis & Autonomous Cars“, showcases the latest radar developments and explores autonomy leveling up as a result, with Level 2+ asserting itself within

NVIDIA Announces Isaac GR00T N1 — the World’s First Open Humanoid Robot Foundation Model — and Simulation Frameworks to Speed Robot Development
Now Available, Fully Customizable Foundation Model Brings Generalized Skills and Reasoning to Humanoid Robots NVIDIA, Google DeepMind and Disney Research Collaborate to Develop Next-Generation Open-Source Newton Physics Engine New Omniverse Blueprint for Synthetic Data Generation and Open-Source Dataset Jumpstart Physical AI Data Flywheel March 18, 2025—GTC—NVIDIA today announced a portfolio of technologies to supercharge humanoid

NVIDIA Announces Major Release of Cosmos World Foundation Models and Physical AI Data Tools
New Models Enable Prediction, Controllable World Generation and Reasoning for Physical AI Two New Blueprints Deliver Massive Physical AI Synthetic Data Generation for Robot and Autonomous Vehicle Post-Training 1X, Agility Robotics, Figure AI, Skild AI Among Early Adopters March 18, 2025—GTC—NVIDIA today announced a major release of new NVIDIA Cosmos™ world foundation models (WFMs), introducing
Functions

Radar-enhanced Safety for Advancing Autonomy
Front and side radars may have different primary uses and drivers for their innovation, but together, they form a vital part of ADAS for autonomous vehicles. IDTechEx‘s report, “Automotive Radar Market 2025-2045: Robotaxis & Autonomous Cars“, showcases the latest radar developments and explores autonomy leveling up as a result, with Level 2+ asserting itself within

Scalable Video Search: Cascading Foundation Models
This article was originally published at Tenyks’ website. It is reprinted here with the permission of Tenyks. Video has become the lingua franca of the digital age, but its ubiquity presents a unique challenge: how do we efficiently extract meaningful information from this ocean of visual data? In Part 1 of this series, we navigate

Digica Collaborates with Toradex to Enhance Interactive Robotics with AI-driven Object Recognition on Torizon
March 7, 2025 – Digica, a leader in AI-driven solutions, is excited to announce its collaboration with Toradex to develop an advanced robotics system featuring real-time object recognition and dynamic change of user interface display. This collaboration integrates cutting-edge computer vision technology with interactive robotics, pushing the boundaries of human-machine interaction. Toradex, a leading provider