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
D3 Embedded, HTEC, Texas Instruments and Tobii Pioneer the Integration of Single-camera and Radar Interior Sensor Fusion for In-cabin Sensing
The companies joined forces to develop sensor fusion based interior sensing for enhanced vehicle safety, launching at the InCabin Europe conference on October 7-9. Rochester, NY – October 6, 2025 – Tobii, with its automotive
Chips&Media Completes RTL for ‘WAVE-P,’ the World’s First Standalone Advanced Professional Video (APV) Hardware CODEC IP
Chips&Media is now announcing that Advanced Professional Video CODEC development has been completed as committed to the ecosystem, and its final RTL is ready to be deployed to the market. The product name is WAVE-P,
Breaking Free from the CUDA Lock-in
This blog post was originally published at SiMa.ai’s website. It is reprinted here with the permission of SiMa.ai. The AI hardware landscape is dominated by one uncomfortable truth: most teams feel trapped by CUDA. You
“Introduction to Depth Sensing: Technologies, Trade-offs and Applications,” a Presentation from Think Circuits
Chris Sarantos, Independent Consultant with Think Circuits, presents the “Introduction to Depth Sensing: Technologies, Trade-offs and Applications” tutorial at the May 2025 Embedded Vision Summit. Depth sensing is a crucial technology for many applications, including
Upcoming Seminar Explores the Latest Innovations in Mobile Robotics
On October 22, 2022 at 9:00 am PT, Alliance Member company NXP Semiconductors, along with Avnet, will deliver a free (advance registration required) half-day in-person robotics seminar at NXP’s office in San Jose, California. From
Free Webinar Explores Edge AI-enabled Microcontroller Capabilities and Trends
On November 18, 2025 at 9 am PT (noon ET), the Yole Group’s Tom Hackenberg, principal analyst for computing, will present the free hour webinar “How AI-enabled Microcontrollers Are Expanding Edge AI Opportunities,” organized by
Ambarella Redefines Edge AI Performance with Cadence
This blog post was originally published at Cadence’s website. It is reprinted here with the permission of Cadence. Ambarella stands at the forefront of edge AI processing, pioneering low-power, high-performance systems on chip (SoCs) that
“Lessons Learned Building and Deploying a Weed-killing Robot,” a Presentation from Tensorfield Agriculture
Xiong Chang, CEO and Co-founder of Tensorfield Agriculture, presents the “Lessons Learned Building and Deploying a Weed-Killing Robot” tutorial at the May 2025 Embedded Vision Summit. Agriculture today faces chronic labor shortages and growing challenges
Artificial Intelligence (AI) As the Semiconductor Growth Engine: AI White Paper Volume 1 – Memory & Computing
This market research report was originally published at the Yole Group’s website. It is reprinted here with the permission of the Yole Group. Yole Group Launches its First AI White Paper. KEY TAKEAWAYS Compute 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
