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
Hot Topics at Hot Chips: Inference, Networking, AI Innovation at Every Scale — All Built on NVIDIA
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. At the conference in Palo Alto, California, NVIDIA experts detail how NVIDIA NVLink and Spectrum-X Ethernet technologies,
“A View From the 2025 Embedded Vision Summit (Part 2),” a Presentation from the Edge AI and Vision Alliance
Jeff Bier, Founder of the Edge AI and Vision Alliance, welcomes attendees to the May 2025 Embedded Vision Summit on May 22, 2025. Bier provides an overview of the edge AI and vision market opportunities,
“A View From the 2025 Embedded Vision Summit (Part 1),” a Presentation from the Edge AI and Vision Alliance
Jeff Bier, Founder of the Edge AI and Vision Alliance, welcomes attendees to the May 2025 Embedded Vision Summit on May 21, 2025. Bier provides an overview of the edge AI and vision market opportunities,
RealSense and NVIDIA Collaborate to Usher in the Age of Physical AI
Integration of RealSense AI depth cameras with NVIDIA Jetson Thor and simulation platforms sets a new industry standard, driving breakthroughs in humanoids, AMRs and the future of intelligent machines SAN FRANCISCO — Aug. 25, 2025
NVIDIA Blackwell-powered Jetson Thor Now Available, Accelerating the Age of General Robotics
News Summary: NVIDIA Jetson AGX Thor developer kit and production modules, robotics computers designed for physical AI and robotics, are now generally available. Over 2 million developers are using NVIDIA’s robotics stack, with Agility Robotics,
e-con Systems Launches AI-powered Vision and Compute Solutions Accelerated by NVIDIA Jetson Thor
California & Chennai (August 25, 2025): e-con Systems®, a global leader in embedded vision solutions, announces support for the newly launched NVIDIA Jetson Thor series, covering a comprehensive range of vision solutions including USB Series,
AI at the Edge: The Next Gold Rush
This blog post was originally published at SiMa.ai’s website. It is reprinted here with the permission of SiMa.ai. Generative AI has ushered in a new era of technological progress, reminiscent of the rise of the
“The Future of Visual AI: Efficient Multimodal Intelligence,” a Keynote Presentation from Trevor Darrell
Trevor Darrell, Professor at the University of California, Berkeley, presents the “Future of Visual AI: Efficient Multimodal Intelligence” tutorial at the May 2025 Embedded Vision Summit. AI is on the cusp of a revolution, driven
MEMS Market: From Commodity Sensors to Hot Investment Sector
Source: Yole Group (EE Times Europe, 2025). In a bold move, STMicroelectronics is betting nearly $1 billion on tiny sensors. The European chipmaker’s recent deal to acquire NXP Semiconductors’ MEMS sensor business for $950 million
Technologies
Qualcomm and BMW Group Unveil Groundbreaking Automated Driving System with Jointly Developed Software Stack
Highlights: AI-enabled Snapdragon Ride Pilot Automated Driving System, powered by Snapdragon Ride system-on-chips and a new jointly developed automated driving software stack, debuts in the all-new BMW iX3 at IAA Mobility 2025. System is validated in 60 countries worldwide and is targeted to be available in more than 100 countries by 2026. Scalable platform enabling
Building a Versatile Vision Data Simulation Platform: Key Components and Architecture
This blog post was originally published at Geisel Software’s Symage website. It is reprinted here with the permission of Geisel Software. Are Real-World Data Limitations Holding Back Your AI Models? KEY TAKEAWAYS: Versatile Data Simulation Powers Industry Relevance A truly effective vision data simulation platform leverages modular architecture and configurable domain parameters to adapt seamlessly
“Taking Computer Vision Products from Prototype to Robust Product,” an Interview with Blue River Technology
Chris Padwick, Machine Learning Engineer at Blue River Technology, talks with Mark Jamtgaard, Director of Technology at RetailNext for the “Taking Computer Vision Products from Prototype to Robust Product,” interview at the May 2025 Embedded Vision Summit. When developing computer vision-based products, getting from a proof of concept to a… “Taking Computer Vision Products from
Applications
Qualcomm and BMW Group Unveil Groundbreaking Automated Driving System with Jointly Developed Software Stack
Highlights: AI-enabled Snapdragon Ride Pilot Automated Driving System, powered by Snapdragon Ride system-on-chips and a new jointly developed automated driving software stack, debuts in the all-new BMW iX3 at IAA Mobility 2025. System is validated in 60 countries worldwide and is targeted to be available in more than 100 countries by 2026. Scalable platform enabling
“Taking Computer Vision Products from Prototype to Robust Product,” an Interview with Blue River Technology
Chris Padwick, Machine Learning Engineer at Blue River Technology, talks with Mark Jamtgaard, Director of Technology at RetailNext for the “Taking Computer Vision Products from Prototype to Robust Product,” interview at the May 2025 Embedded Vision Summit. When developing computer vision-based products, getting from a proof of concept to a… “Taking Computer Vision Products from
Humanoids, Soft Grippers, and Delivery Robots
Robotics is a multifaceted technology sector presenting many capabilities to expand into a variety of applications, from automotives and warehousing and logistics, to domestic functions. IDTechEx‘s portfolio of Robotics & Autonomy Research Reports covers the extensive range of robotics, including humanoids, collaborative robots, and mobile robotics. Humanlike robotics for automotives and warehousing Humanoid robots possess
Functions
“Taking Computer Vision Products from Prototype to Robust Product,” an Interview with Blue River Technology
Chris Padwick, Machine Learning Engineer at Blue River Technology, talks with Mark Jamtgaard, Director of Technology at RetailNext for the “Taking Computer Vision Products from Prototype to Robust Product,” interview at the May 2025 Embedded Vision Summit. When developing computer vision-based products, getting from a proof of concept to a… “Taking Computer Vision Products from
Into the Omniverse: World Foundation Models Advance Autonomous Vehicle Simulation and Safety
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. AI and OpenUSD accelerate safe, scalable autonomous vehicle development by enabling simulation-first approaches. Editor’s note: This blog is a part of Into the Omniverse, a series focused on how developers, 3D practitioners and enterprises can transform their
“Using Computer Vision for Early Detection of Cognitive Decline via Sleep-wake Data,” a Presentation from AI Tensors
Ravi Kota, CEO of AI Tensors, presents the “Using Computer Vision for Early Detection of Cognitive Decline via Sleep-wake Data” tutorial at the May 2025 Embedded Vision Summit. AITCare-Vision predicts cognitive decline by analyzing sleep-wake disorders data in older adults. Using computer vision and motion sensors coupled with AI algorithms,… “Using Computer Vision for Early
