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
Vision Components Presents VC MIPI Multiview Cam: MIPI CSI-2-based Camera for Light Field Measurement and Multispectral Imaging
VC MIPI Multiview Cam is a new OEM module for light field measurements, multiview and multispectral imaging from Vision Components. It can be connected to common processor boards via a single MIPI CSI-2 interface. Ettlingen,
Using the Qualcomm AI Inference Suite from Google Colab
This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. Building off of the blog post here, which shows how easy it is to call the Cirrascale AI Inference
“Transformer Networks: How They Work and Why They Matter,” a Presentation from Synthpop AI
Rakshit Agrawal, Principal AI Scientist at Synthpop AI, presents the “Transformer Networks: How They Work and Why They Matter” tutorial at the May 2025 Embedded Vision Summit. Transformer neural networks have revolutionized artificial intelligence by
How Do Speed Cameras Make the Roads Safer?
This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Speed cameras play a crucial role in promoting safer roads. They can detect, capture, and
“Virtual Reality, Machine Learning and Biosensing Advances Converging to Transform Healthcare and Beyond,” an Interview with Stanford University
Walter Greenleaf, Neuroscientist at Stanford University’s Virtual Human Interaction Lab, talks with Tom Vogelsong, Start-Up Scout at K2X Technology and Life Science for the “Virtual Reality, Machine Learning and Biosensing Advances Converging to Transform Healthcare
Qualcomm to Acquire Arduino—Accelerating Developers’ Access to its Leading Edge Computing and AI
New Arduino UNO Q and Arduino App Lab to Enable Millions of Developers with the Power of Qualcomm Dragonwing Processors Highlights: Acquisition to combine Qualcomm’s leading-edge products and technologies with Arduino’s vast ecosystem and community
Deploy High-performance AI Models in Windows Applications on NVIDIA RTX AI PCs
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Microsoft is now making Windows ML available to developers. Windows ML enables C#, C++ and Python developers
“Understanding Human Activity from Visual Data,” a Presentation from Sportlogiq
Mehrsan Javan, Chief Technology Officer at Sportlogiq, presents the “Understanding Human Activity from Visual Data” tutorial at the May 2025 Embedded Vision Summit. Activity detection and recognition are crucial tasks in various industries, including surveillance
Andes Technology Expands Comprehensive AndeSentry Security Suite with Complete Trusted Execution Environment Support for Embedded Systems
Includes IOPMP, Secure Boot, MCU-TEE for RTOS, and OP-TEE for Linux to Protect Devices from MCUs to Edge AI Processors Hsinchu, Taiwan – October 6th, 2025 – Andes Technology Corporation, the leading supplier of high-efficiency,
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
