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
Trends in Embedded AI: Designing Hardware for Machine Learning on the Edge
This blog post was originally published at Tessolve’s website. It is reprinted here with the permission of Tessolve. The world is increasingly becoming connected, intelligent, and autonomous. At the core of this transformation is Artificial Intelligence
Reimagining Embedded Audio: MIPI SWI3S Is a Game Changer
This blog post was originally published at MIPI Alliance’s website. It is reprinted here with the permission of MIPI Alliance. As embedded audio systems continue to evolve across consumer electronics, automotive and industrial applications, so does
Semiconductor industry 2025: worldwide dynamics and China’s strategic rise unveiled
This market research report was originally published at the Yole Group’s website. It is reprinted here with the permission of the Yole Group. The market research & strategy consulting company, Yole Group, delivers a dual perspective
Upcoming Webinar on AI Vision for Occupational Safety and Health
On November 25, 2025, at 9:30 am PST (12:30 pm EST), and on November 26, 2025 at 11:00 am CET (5:00am EST) Alliance Member company e-con Systems will deliver a webinar “Empowering Proactive Occupational Safety
10 Tips for First-Pass Silicon Success in AI Chip Development
This blog post was originally published at Synopsys’s website. It is reprinted here with the permission of Synopsys. As the saying goes, with great risk comes great reward. Because of the profound complexity and intricate
Upcoming Webinar Explores Real-time AI Sensor Fusion
On December 17, 2025, at 9:00 am PST (12:00 pm EST), Alliance Member companies e-con Systems, Lattice Semiconductor, and NVIDIA will deliver a joint webinar “Real-Time AI Sensor Fusion with e-con Systems’ Holoscan Camera Solutions
The Benefits of System-in-Package
This blog post was originally published at Efinix’s website. It is reprinted here with the permission of Efinix. In the rapidly evolving world of microelectronics, there is a relentless push to reduce size and power
Automotive radar industry: China’s acceleration and the next wave of sensing
This market research report was originally published at the Yole Group’s website. It is reprinted here with the permission of the Yole Group. With volumes rising and semiconductor innovation accelerating, Yole Group delivers a dual analysis
The End of Point-to-Point Security: Why AI Agents Exceed the Single Pane of Glass
This blog post was originally published at Camio’s website. It is reprinted here with the permission of Camio. AI is transforming security from a cost center into decision infrastructure. 1. Why the Old Security Model
Technologies
What is a dust denoising filter in TOF camera, and how does it remove noise artifacts in vision systems?
This article was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Time-of-Flight (ToF) cameras with IR sensors are susceptible to performance variations caused by environmental dust. This dust can create ‘dust noise’ in the output depth map, directly impacting camera accuracy and, consequently, the reliability of critical
Low-Light Image Enhancement: YUV vs RAW – What’s the Difference?
This blog post was originally published at Visidon’s website. It is reprinted here with the permission of Visidon. In the world of embedded vision—whether for mobile phones, surveillance systems, or smart edge devices—image quality in low-light conditions can make or break user experience. That’s where advanced AI-based denoising algorithms come into play. At our company, we
NVIDIA-Accelerated Mistral 3 Open Models Deliver Efficiency, Accuracy at Any Scale
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. The new Mistral 3 open model family delivers industry-leading accuracy, efficiency, and customization capabilities for developers and enterprises. Optimized from NVIDIA GB200 NVL72 to edge platforms, Mistral 3 includes: One large state-of-the-art sparse multimodal and multilingual mixture of
Applications
Ambarella’s CV3-AD655 Surround View with IMG BXM GPU: A Case Study
The CV3-AD family block diagram. This blog post was originally published at Imagination Technologies’ website. It is reprinted here with the permission of Imagination Technologies. Ambarella’s CV3-AD655 autonomous driving AI domain controller pairs energy-efficient compute with Imagination’s IMG BXM GPU to enable real-time surround-view visualisation for L2++/L3 vehicles. This case study outlines the industry shift
Overcoming the Skies: Navigating the Challenges of Drone Autonomy
This blog post was originally published at Inuitive’s website. It is reprinted here with the permission of Inuitive. From early military prototypes to today’s complex commercial operations, drones have evolved from experimental aircraft into essential tools across industries. Since the FAA issued its first commercial permit in 2006, applications have rapidly expanded—from disaster relief and
NVIDIA Advances Open Model Development for Digital and Physical AI
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. NVIDIA releases new AI tools for speech, safety and autonomous driving — including NVIDIA DRIVE Alpamayo-R1, the world’s first open industry-scale reasoning vision language action model for mobility — and a new independent benchmark recognizes the openness and
Functions
SAM3: A New Era for Open‑Vocabulary Segmentation and Edge AI
Quality training data – especially segmented visual data – is a cornerstone of building robust vision models. Meta’s recently announced Segment Anything Model 3 (SAM3) arrives as a potential game-changer in this domain. SAM3 is a unified model that can detect, segment, and even track objects in images and videos using both text and visual
TLens vs VCM Autofocus Technology
This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. In this blog, we’ll walk you through how TLens technology differs from traditional VCM autofocus, how TLens combined with e-con Systems’ Tinte ISP enhances camera performance, key advantages of TLens over mechanical autofocus systems, and applications
“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,
