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

Nearly $1B Flows into Automotive Radar Startups
According to IDTechEx‘s latest report, “Automotive Radar Market 2025-2045: Robotaxis & Autonomous Cars“, newly established radar startups worldwide have raised nearly US$1.2 billion over the past 12 years; approximately US$980 million of which is predominantly

Taming LLMs: Strategies and Tools for Controlling Responses
This article was originally published at Tryolabs’ website. It is reprinted here with the permission of Tryolabs. In the ever-evolving landscape of natural language processing, the advent of Large Language Models (LLMs) has ushered in

Arm Drives Next-generation Performance for IoT with World’s First Armv9 Edge AI Platform
News highlights: World’s first Armv9 edge AI platform, optimized for IoT with the new Cortex-A320 CPU and Ethos-U85 NPU, enables on-device AI models over one billion parameters – earning support from industry leaders, including AWS,

e-con Systems Launches a Sony IMX900-based Global Shutter HDR USB Camera Powered by a High-performance TintE ISP
On-Camera HDR Excellence. Adapts to Any Light Any Motion. California & Chennai (Feb 25, 2025): e-con Systems®, a global leader in embedded vision solutions, is excited to unveil the latest innovation, See3CAM_37CUGM – a 3MP

How FPGAs Are Advancing Next-generation Embedded Vision Applications (Part 2)
This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Field-programmable Gate Arrays (FPGAs) help embedded vision applications meet complex requirements. Discover why FPGAs power

Andes Technology and proteanTecs Partner to Bring Performance and Reliability Monitoring to RISC-V Cores
proteanTecs’ on-chip monitoring successfully integrated into the AndesCore™ AX45MPV RISC-V multicore vector processor TAIPEI, Taiwan and HAIFA, Israel — Feb 25, 2025 — Andes Technology Corporation (TWSE: 6533), a leading supplier of RISC-V processor IP, and proteanTecs, a global

Sony’s High-resolution, High-speed Global Shutter Area Sensors IMX901 and IMX902 are Now Available
FRAMOS now offers the option to pre-order Sony’s wide image size 6k/8k horizontal sensors Munich/Nuremberg, Bavaria, Germany – February 25th, 2025 – After Sony announced its two new high-speed global shutter area sensors, IMX901 and

Imagination Takes Efficiency Up a Level with Latest D-series GPU IP
The Imagination DXTP GPU IP extends battery life when accelerating graphics and compute workloads on mobile and other power-constrained devices. 25 February 2025 – Today Imagination Technologies announces its latest GPU IP, Imagination DXTP, which

New AI Model Offers Cellular-level View of Cancerous Tumors
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Researchers studying cancer unveiled a new AI model that provides cellular-level mapping and visualizations of cancer cells,
Technologies

Unveiling the Qualcomm Dragonwing Brand Portfolio: Solutions For a New Era of Industrial Innovation
This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. Our mission is to deliver intelligent computing everywhere. We have an amazing suite of products, and while you may be familiar with the Snapdragon brand portfolio, you may not know that we have a whole suite of

3LC: What is It and Who is It For?
This blog post was originally published at 3LC’s website. It is reprinted here with the permission of 3LC. AI performance isn’t just about better architectures or more compute – it’s about better data. Even perfectly labeled datasets can hold hidden inefficiencies that limit accuracy. See how teams use 3LC to refine datasets, optimize labeling strategies,

How e-con Systems’ TintE ISP IP Core Increases the Efficiency of Embedded Vision Applications
This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. e-con Systems has developed TintE™, a ready to deploy ISP IP core engineered to enhance image quality in camera systems. Built to deliver high performance on leading FPGA platforms, it accelerates real-time image processing with
Applications

Unveiling the Qualcomm Dragonwing Brand Portfolio: Solutions For a New Era of Industrial Innovation
This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. Our mission is to deliver intelligent computing everywhere. We have an amazing suite of products, and while you may be familiar with the Snapdragon brand portfolio, you may not know that we have a whole suite of

Vision Language Model Prompt Engineering Guide for Image and Video Understanding
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Vision language models (VLMs) are evolving at a breakneck speed. In 2020, the first VLMs revolutionized the generative AI landscape by bringing visual understanding to large language models (LLMs) through the use of a vision encoder. These

In-cabin Sensing 2025-2035: Technologies, Opportunities, and Markets
For more information, visit https://www.idtechex.com/en/research-report/in-cabin-sensing-2025-2035-technologies-opportunities-and-markets/1077. The Yearly Market Size for In-cabin Sensors will Exceed $6B by 2035 Regulations like the Advanced Driver Distraction Warning (ADDW) and General Safety Regulation (GSR) are driving the growing importance of in-cabin sensing, particularly driver and occupancy monitoring systems. IDTechEx’s report, “In-Cabin Sensing 2025-2035: Technologies, Opportunities, Markets”, examines these regulations
Functions

3LC: What is It and Who is It For?
This blog post was originally published at 3LC’s website. It is reprinted here with the permission of 3LC. AI performance isn’t just about better architectures or more compute – it’s about better data. Even perfectly labeled datasets can hold hidden inefficiencies that limit accuracy. See how teams use 3LC to refine datasets, optimize labeling strategies,

Vision Language Model Prompt Engineering Guide for Image and Video Understanding
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Vision language models (VLMs) are evolving at a breakneck speed. In 2020, the first VLMs revolutionized the generative AI landscape by bringing visual understanding to large language models (LLMs) through the use of a vision encoder. These

SAM 2 + GPT-4o: Cascading Foundation Models via Visual Prompting (Part 2)
This article was originally published at Tenyks’ website. It is reprinted here with the permission of Tenyks. In Part 2 of our Segment Anything Model 2 (SAM 2) Series, we show how foundation models (e.g., GPT-4o, Claude Sonnet 3.5 and YOLO-World) can be used to generate visual inputs (e.g., bounding boxes) for SAM 2. Learn