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
Optimizing Transformer-based Diffusion Models for Video Generation with NVIDIA TensorRT
This article was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. State-of-the-art image diffusion models take tens of seconds to process a single image. This makes video diffusion even
STMicroelectronics Smart Vision Solutions at the 2025 Embedded Vision Summit
STMicroelectronics continues to revolutionize the world of imaging and edge-AI technologies with its innovative ST BrightSense Imaging solutions, ST Flightsense Time-of-Flight technologies and its new Arm® Cortex®-M55-based MCU. Leveraging cutting-edge advancements in CMOS image sensors,
Imaging Trends in 2025: Shaping the Future of Security and Surveillance
This blog post was originally published at Visidon’s website. It is reprinted here with the permission of Visidon. A couple of weeks ago, we had the opportunity to exhibit at ISC West 2025 in Las
A Complete Guide to SAE Autonomous Driving Levels 0–5 and Market Outlook
This blog post was originally published at Namuga Vision Connectivity’s website. It is reprinted here with the permission of Namuga Vision Connectivity. As autonomous driving technology becomes increasingly commercialized, SAE (Society of Automotive Engineers) has
Enable Pose Detection on Snapdragon X Elite: Step-by-step Tutorial
This article was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. I know why you’re here; you’ve decided to buy your first device with Snapdragon X Elite processor, awesome
China’s L2+ ADAS Market Surges as Full-stack Solutions Dominate
Passenger Cars ADAS Sensor Suite Cost Breakdown. While Level 3 autonomy continues to face regulatory and liability challenges in 2025, SAE Level 2+ ADAS is reshaping China’s automotive landscape, driven by vertically integrated supply chain
e-con Systems Launches 4K 140dB HDR Front View Camera for Mobility
Superior Vision Beyond Limits—Where Safety Meets Precision California & Chennai (April 28, 2025): e-con Systems®, a global leader in embedded vision solutions, is excited to introduce 4K 140dB HDR Front view Camera—STURDeCAM88_CUOAGX, engineered to deliver
What is an Industrial Inspection Camera, And Where is It Used?
This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Imaging technology in industrial inspection has significantly evolved over the years. Hence, finding the right
R²D²: Adapting Dexterous Robots with NVIDIA Research Workflows and Models
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Robotic arms are used today for assembly, packaging, inspection, and many more applications. However, they are still
Technologies
Inuitive, Leopard Imaging Collaborate for Smarter Vision: See Them at the Embedded Vision Summit
We’re proud to announce our new collaboration with Leopard Imaging Inc., a global leader in high-definition embedded cameras and AI-based vision solutions. Together, we’re combining expertise to deliver a powerful end-to-end vision platform based on Inuitive’s NU4X00 vision processors, enabling real-time depth sensing capabilities for advanced AIoT, robotics, and 3D applications. Visit us at the
In-cabin Sensor Advancements: Radar or 3D Cameras?
Comparison of 3D ToF cameras and radars. In-cabin sensing technologies are reshaping the automotive landscape, driven by the need for enhanced safety, regulatory compliance, and personalized user experiences. In 2025, Tesla, Seeing Machines, and LG Electronics, introduced groundbreaking innovations in this space, leveraging radar, 3D cameras, and AI to redefine vehicle interiors. This article provides
Independent Report from BDTI Analyzes MemryX MX3 M.2 AI Accelerator, Highlights Ease of Use
If you’re looking for an AI accelerator, there’s a lot to consider: performance, power consumption, models supported, ease of use, capability of the tools…the list goes on and on. BDTI is delighted to release an independent report on the MemryX MX3 M.2 AI accelerator, which provides 14-24 TFLOPS of AI processing capacity and runs on
Applications
In-cabin Sensor Advancements: Radar or 3D Cameras?
Comparison of 3D ToF cameras and radars. In-cabin sensing technologies are reshaping the automotive landscape, driven by the need for enhanced safety, regulatory compliance, and personalized user experiences. In 2025, Tesla, Seeing Machines, and LG Electronics, introduced groundbreaking innovations in this space, leveraging radar, 3D cameras, and AI to redefine vehicle interiors. This article provides
R²D²: Unlocking Robotic Assembly and Contact Rich Manipulation with NVIDIA Research
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. This edition of NVIDIA Robotics Research and Development Digest (R2D2) explores several contact-rich manipulation workflows for robotic assembly tasks from NVIDIA Research and how they can address key challenges with fixed automation, such as robustness, adaptability, and
Humanoid Robots Acting Up
The recent acting up of a humanoid robot that took place in China highlights the space for further development within this technology sector. IDTechEx‘s “Humanoid Robots 2025-2035: Technologies, Markets and Opportunities” report explores the growing need for strict regulation, alongside developments creating the potential for success behind this promising technology. Showcased by the surprise of
Functions
D3 Embedded to Showcase Robotic Perception and Generative AI Solutions at the Embedded Vision Summit
D3 Embedded to demonstrate real-time solutions integrating cameras and 3D sensors, robust connectivity, embedded processing, and generative AI at the Embedded Vision Summit. Rochester, NY – May 15, 2025 – D3 Embedded announced today it will exhibit at the 2025 Embedded Vision Summit, the premier event for practical, deployable computer vision and AI, for product
What is the Role of Cameras in Pick and Place Robots?
This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Pick and place robots perform repetitive handling tasks with speed and consistency, making them invaluable across industries. These robots depend heavily on the right camera setup. Get insights about the challenges faced by cameras, their
What is an Industrial Inspection Camera, And Where is It Used?
This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Imaging technology in industrial inspection has significantly evolved over the years. Hence, finding the right camera is extremely important. Get expert insights on these camera-based systems, their top use cases, and the must-have features. The
