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
Small Models, Big Heat — Conquering Korean ASR with Low-bit Whisper
This blog post was originally published at ENERZAi’ website. It is reprinted here with the permission of ENERZAi. Today, we’ll share results where we re-trained the original Whisper for optimal Korean ASR(Automatic Speech Recognition), applied
New IDTechEx Report: Sensor Market 2026-2036
This article was originally published at IDTechEx’s website. It is reprinted here with the permission of IDTechEx. IDTechEx forecasts that the global sensor market will reach US$250B by 2036 as global mega-trends in mobility, AI, robotics,
STMicroelectronics introduces the industry’s largest MCU model zoo to accelerate Physical AI time to market
Nov 18, 2025 Geneva, Switzerland — STMicroelectronics (NYSE: STM), a global semiconductor leader serving customers across the spectrum of electronics applications, has unveiled new models and enhanced project support for its STM32 AI Model Zoo to accelerate
Cadence Adds 10 New VIP to Strengthen Verification IP Portfolio for AI Designs
This article was originally published at Cadence’s website. It is reprinted here with the permission of Cadence. Cadence has unveiled 10 Verification IP (VIP) for key emerging interfaces tuned for AI-based designs, including Ultra Accelerator Link
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
Sony’s Large Format Sensors: A Look at Global Shutter and Rolling Shutter
On December 4, 2025, at 10:00 am CET (4:00 am EST) Alliance Member companies Sony and RESTAR FRAMOS will deliver a 30-minute technical session “Sony’s Large Format Sensors: A Look at Global Shutter and Rolling
Introducing Gimlet Labs: AI Infrastructure for the Agentic Era
This blog post was originally published at Gimlet Labs’ website. It is reprinted here with the permission of Gimlet Labs. We’re excited to finally share what we’ve been building at Gimlet Labs. Our mission is to
The New Metis PCIe with 4 Quad-Core AIPUs is Here
Big update from the Metis world: the epic new 4-core PCIe card is now available to order over on the store. Huge performance shift that opens up seriously scalable edge AI. Key specs: 856 TOPS
China’s Autonomous Trucks Now Log Over One Million Kilometers Daily
This blog post was originally published at IDTechEx’s website. It is reprinted here with the permission of IDTechEx. To gain deeper insights into the rapidly accelerating market for autonomous trucks in China, IDTechEx recently visited Inceptio Technology, a
Technologies
Samsung to launch in-house mobile GPU by 2027
December 25, 2025, Suwon, South Korea — Samsung Electronics is accelerating plans to bring mobile graphics processing fully in-house, with multiple reports pointing to a proprietary GPU architecture arriving in an Exynos application processor as early as 2027. A report citing Cailian Press, says Samsung’s System LSI Division is pushing toward a “100% proprietary technology”
How Embedded Vision Is Helping Modernize and Future-Proof Retail Operations
This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Physical stores are becoming intelligent environments. Embedded vision turns every critical touchpoint into a source of real-time insight, from shelves and kiosks to checkout zones and digital signages. With cameras analyzing activity as it happens, retailers
Groq and Nvidia Enter Non-Exclusive Inference Technology Licensing Agreement to Accelerate AI Inference at Global Scale
Mountain View, CA, December 24 — Today, Groq announced that it has entered into a non-exclusive licensing agreement with Nvidia for Groq’s inference technology. The agreement reflects a shared focus on expanding access to high-performance, low cost inference. As part of this agreement, Jonathan Ross, Groq’s Founder, Sunny Madra, Groq’s President, and other members of
Applications
Samsung to launch in-house mobile GPU by 2027
December 25, 2025, Suwon, South Korea — Samsung Electronics is accelerating plans to bring mobile graphics processing fully in-house, with multiple reports pointing to a proprietary GPU architecture arriving in an Exynos application processor as early as 2027. A report citing Cailian Press, says Samsung’s System LSI Division is pushing toward a “100% proprietary technology”
How Embedded Vision Is Helping Modernize and Future-Proof Retail Operations
This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Physical stores are becoming intelligent environments. Embedded vision turns every critical touchpoint into a source of real-time insight, from shelves and kiosks to checkout zones and digital signages. With cameras analyzing activity as it happens, retailers
The Coming Robotics Revolution: How AI and Macnica’s Capture, Process, Communicate Philosophy Will Define the Next Industrial Era
This blog post was originally published at Macnica’s website. It is reprinted here with the permission of Macnica. Just as networking and fiber-optic infrastructure quietly laid the groundwork for the internet economy, fueling the rise of Amazon, Facebook, and the digital platforms that redefined commerce and communication, today’s breakthroughs in artificial intelligence are setting the stage
Functions
AI On: 3 Ways to Bring Agentic AI to Computer Vision Applications
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Learn how to integrate vision language models into video analytics applications, from AI-powered search to fully automated video analysis. Today’s computer vision systems excel at identifying what happens in physical spaces and processes, but lack the abilities to explain the
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
