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
What Is The Role of Embedded Cameras in Smart Warehouse Automation?
This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Cameras ensure that warehouse automation systems use visual data to function with consistency. It helps
“Depth Estimation from Monocular Images Using Geometric Foundation Models,” a Presentation from Toyota Research Institute
Rareș Ambruș, Senior Manager for Large Behavior Models at Toyota Research Institute, presents the “Depth Estimation from Monocular Images Using Geometric Foundation Models” tutorial at the May 2025 Embedded Vision Summit. In this presentation, Ambruș
AI-enhanced In-cabin Sensing Systems
As the trend of vehicle intelligence enhancement rises, in-cabin sensing systems will be largely responsible for increased communication, sensitivity, and smart features within cars. IDTechEx‘s report, “In-Cabin Sensing 2025-2035: Technologies, Opportunities, and Markets“, provides the
The Chiplet Calculus: Navigating the Integration Crisis at the Hardware.AD Frontier
A Tale of Two Cultures It is the best of times and the worst of times. The quest for fully autonomous vehicles (AVs) is increasingly a problem of hardware—but at a systems level, it’s a
NVIDIA DGX Spark Arrives for World’s AI Developers
News Summary: NVIDIA founder and CEO Jensen Huang delivers DGX Spark to Elon Musk at SpaceX. This week, NVIDIA and its partners are shipping DGX Spark, the world’s smallest AI supercomputer, delivering NVIDIA’s AI stack
Basler AG Acquires 76% Stake in Alpha TechSys Automation in India
Computer vision experts Basler and Alpha TechSys Automation announce Basler’s acquisition of a stake in the Indian company. Basler is thus expanding its direct business in the growth market of India. Ahrensburg, October 14, 2025
Open-source Physics Engine and OpenUSD Advance Robot Learning
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. The Newton physics engine and enhanced NVIDIA Isaac GR00T models enable developers to accelerate robot learning through
“Introduction to DNN Training: Fundamentals, Process and Best Practices,” a Presentation from Think Circuits
Kevin Weekly, CEO of Think Circuits, presents the “Introduction to DNN Training: Fundamentals, Process and Best Practices” tutorial at the May 2025 Embedded Vision Summit. Training a model is a crucial step in machine learning,
Upcoming Workshop Explores Deploying PyTorch on the Edge
On October 21, 2022 at noon PT, Alliance Member company Qualcomm, along with Amazon, will deliver the free (advance registration required) half-day in-person workshop “PyTorch on the Edge: Amazon SageMaker x Qualcomm® AI Hub” at
Technologies
Andes Showcases Expanding RISC-V Ecosystem and Next-generation “Cuzco” High-performance CPU at RISC-V Summit North America 2025
San Jose, CA October 17, 2025 –– Andes Technology, a Founding Premier Member of RISC-V International and a leading supplier of high-efficiency, high-performance RISC-V processor IPs, will highlight its expanding ecosystem and preview its next-generation out-of-order CPU—code-named “Cuzco”—at RISC-V Summit North America 2025, taking place October 22–23 in Santa Clara, California. Building on its success in
Task-specific AI vs Generic LLMs: Why Precision and Reliability Matter
This blog post was originally published at Rapidflare’s website. It is reprinted here with the permission of Rapidflare. Task-specific AI is redefining what’s possible in mission-critical industries. While generic large language models (LLMs) like ChatGPT excel at broad conversations, they often struggle with accuracy, consistency, and domain-specific context. In sectors where precision and reliability are
“Toward Hardware-agnostic ADAS Implementations for Software-defined Vehicles,” a Presentation from Valeo
Frank Moesle, Software Department Manager at Valeo, presents the “Toward Hardware-agnostic ADAS Implementations for Software-defined Vehicles” tutorial at the May 2025 Embedded Vision Summit. ADAS (advanced-driver assistance systems) software has historically been tightly bound to the underlying system-on-chip (SoC). This software, especially for visual perception, has been extensively optimized for… “Toward Hardware-agnostic ADAS Implementations for
Applications
“Toward Hardware-agnostic ADAS Implementations for Software-defined Vehicles,” a Presentation from Valeo
Frank Moesle, Software Department Manager at Valeo, presents the “Toward Hardware-agnostic ADAS Implementations for Software-defined Vehicles” tutorial at the May 2025 Embedded Vision Summit. ADAS (advanced-driver assistance systems) software has historically been tightly bound to the underlying system-on-chip (SoC). This software, especially for visual perception, has been extensively optimized for… “Toward Hardware-agnostic ADAS Implementations for
What Is The Role of Embedded Cameras in Smart Warehouse Automation?
This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Cameras ensure that warehouse automation systems use visual data to function with consistency. It helps identify, track, and interact in real time. Discover how warehouse automation cameras work, their use cases, and critical imaging features.
AI-enhanced In-cabin Sensing Systems
As the trend of vehicle intelligence enhancement rises, in-cabin sensing systems will be largely responsible for increased communication, sensitivity, and smart features within cars. IDTechEx‘s report, “In-Cabin Sensing 2025-2035: Technologies, Opportunities, and Markets“, provides the latest technology developments within the sector, along with forecasts for their uptake over the next ten years. Where AI meets
Functions
“Object Detection Models: Balancing Speed, Accuracy and Efficiency,” a Presentation from Union.ai
Sage Elliott, AI Engineer at Union.ai, presents the “Object Detection Models: Balancing Speed, Accuracy and Efficiency,” tutorial at the May 2025 Embedded Vision Summit. Deep learning has transformed many aspects of computer vision, including object detection, enabling accurate and efficient identification of objects in images and videos. However, choosing the… “Object Detection Models: Balancing Speed,
What Is The Role of Embedded Cameras in Smart Warehouse Automation?
This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Cameras ensure that warehouse automation systems use visual data to function with consistency. It helps identify, track, and interact in real time. Discover how warehouse automation cameras work, their use cases, and critical imaging features.
AI-enhanced In-cabin Sensing Systems
As the trend of vehicle intelligence enhancement rises, in-cabin sensing systems will be largely responsible for increased communication, sensitivity, and smart features within cars. IDTechEx‘s report, “In-Cabin Sensing 2025-2035: Technologies, Opportunities, and Markets“, provides the latest technology developments within the sector, along with forecasts for their uptake over the next ten years. Where AI meets
