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In-depth information about the edge AI and vision market, applications, technologies, products, and trends.
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Into the Omniverse: OpenUSD and NVIDIA Halos Accelerate Safety for Robotaxis, Physical AI Systems
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. NVIDIA Editor’s
What Sensor Fusion Architecture Offers for NVIDIA Orin NX-Based Autonomous Vision Systems
This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Key
Enhancing Images: Adaptive Shadow Correction Using OpenCV
This blog post was originally published at OpenCV’s website. It is reprinted here with the permission of OpenCV. Imagine capturing
Driving the Future of Automotive AI: Meet RoX AI Studio
This blog post was originally published at Renesas’ website. It is reprinted here with the permission of Renesas. In today’s automotive
Upcoming Webinar on Industrial 3D Vision with iToF Technology
On February 18, 2026, at 9:00 am PST (12:00 pm EST), and on February 19, 2026 at 11:00 am CET,
Right Sizing AI for Embedded Applications
This blog post was originally published at BrainChip’s website. It is reprinted here with the permission of BrainChip. We all know
Production Software Meets Production Hardware: Jetson Provisioning Now Available with Avocado OS
This blog post was originally published at Peridio’s website. It is reprinted here with the permission of Peridio. The gap
Google Adds “Agentic Vision” to Gemini 3 Flash
Jan. 30, 2026 — Google has announced Agentic Vision, a new capability in Gemini 3 Flash that turns image understanding
Proactive Road Safety: Detecting Near-Miss Incidents with AI Vision
This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Key
News
Upcoming Webinar on Industrial 3D Vision with iToF Technology
On February 18, 2026, at 9:00 am PST (12:00 pm EST), and on February 19, 2026 at 11:00 am CET, Alliance Member company e-con Systems in partnership with onsemi will deliver a webinar “Enabling Reliable Industrial 3D Vision with iToF Technology” From the event page: Join e-con Systems and onsemi for an exclusive joint webinar
Google Adds “Agentic Vision” to Gemini 3 Flash
Jan. 30, 2026 — Google has announced Agentic Vision, a new capability in Gemini 3 Flash that turns image understanding into an active, tool-using workflow rather than a single “static glance.” Agentic Vision pairs visual reasoning with code execution (Python) so the model can iteratively zoom in, crop, annotate, and otherwise manipulate an image to
Robotics Builders Forum offers Hardware, Know-How and Networking to Developers
On February 25, 2026 from 8:30 am to 5:30 pm ET, Advantech, Qualcomm, Arrow, in partnership with D3 Embedded, Edge Impulse, and the Pittsburgh Robotics Network will present Robotics Builders Forum, an in-person conference for engineers and product teams. Qualcomm and D3 Embedded are members of the Edge AI and Vision Alliance, while Edge Impulse
Market Analysis
Why DRAM Prices Keep Rising in the Age of AI
As hyperscale data centers rewrite the rules of the memory market, shortages could persist until 2027. Strong server DRAM demand for AI data centers is driving memory prices higher throughout the market, as customers scramble to secure supply for their production needs amid fears of future shortages. The DRAM market is in an AI-driven upcycle,
Drones Market 2026-2036: Technologies, Markets, and Opportunities
This article was originally published at IDTechEx’s website. It is reprinted here with the permission of IDTechEx. Global Drone Market Set to Reach US$147.8 Billion by 2036, Driven by Commercial Expansion, Regulatory Maturity, and Sensor Proliferation Over the past decade, drones have moved from experimental tools into critical infrastructure across agriculture, logistics, energy, security, and public-sector
Microcontrollers Enter a New Growth Cycle as the Market Targets US$34 Billion in 2030
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 releases its annual Status of the Microcontroller Industry report and expands its quarterly Microcontroller Market Monitor, delivering long-range strategic insights and detailed market tracking Key Takeaways: The global MCU market
Blog
Into the Omniverse: OpenUSD and NVIDIA Halos Accelerate Safety for Robotaxis, Physical AI Systems
This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. NVIDIA Editor’s note: This post is part of Into the Omniverse, a series focused on how developers, 3D practitioners and enterprises can transform their workflows using the latest advancements in OpenUSD and NVIDIA Omniverse. New NVIDIA safety
What Sensor Fusion Architecture Offers for NVIDIA Orin NX-Based Autonomous Vision Systems
This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Key Takeaways Why multi-sensor timing drift weakens edge AI perception How GNSS-disciplined clocks align cameras, LiDAR, radar, and IMUs Role of Orin NX as a central timing authority for sensor fusion Operational gains from unified time-stamping
Enhancing Images: Adaptive Shadow Correction Using OpenCV
This blog post was originally published at OpenCV’s website. It is reprinted here with the permission of OpenCV. Imagine capturing the perfect landscape photo on a sunny day, only to find harsh shadows obscuring key details and distorting colors. Similarly, in computer vision projects, shadows can interfere with object detection algorithms, leading to inaccurate results.
