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In-depth information about the edge AI and vision market, applications, technologies, products, and trends.

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MIPI Alliance

Upcoming Webinar on CSI-2 over D-PHY & C-PHY

On February 24, 2026, at 9:00 am PST (12:00 pm EST) MIPI Alliance will deliver a webinar “MIPI CSI-2 over D-PHY & C-PHY: Advancing Imaging Conduit Solutions” From the event page: MIPI CSI-2®, together with MIPI D-PHY™ and C-PHY™ physical layers, form the foundation of image sensor solutions across a wide range of markets, including

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Microchip Technology

Production-Ready, Full-Stack Edge AI Solutions Turn Microchip’s MCUs and MPUs Into Catalysts for Intelligent Real-Time Decision-Making

Chandler, Ariz., February 10, 2026 — A major next step for artificial intelligence (AI) and machine learning (ML) innovation is moving ML models from the cloud to the edge for real-time inferencing and decision-making applications in today’s industrial, automotive, data center and consumer Internet of Things (IoT) networks. Microchip Technology (Nasdaq: MCHP) has extended its edge AI offering

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e-con Systems

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

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Market Analysis

Market Analysis

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, 6G connectivity and IoT drive sensor demand. IDTechEx’s newly updated “Sensor Market 2026-2036: Technologies, Trends, Players, Forecasts” report provides extensive

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Automotive

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 leading Chinese autonomous trucking company. Across the global autonomous vehicle landscape, commercial trucks are emerging as one of the first

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Market Analysis

The Art of Robotics and The Growing Intellect of Autonomy

This blog post was originally published at IDTechEx’s website. It is reprinted here with the permission of IDTechEx. ‘Robotics’ takes on many different forms today, from cars pre-empting a driver’s needs and making coffee-stop decisions in their best interest, to humanoid robots operating in warehouses and cobots assisting humans in production lines. IDTechEx’s portfolio of

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Blog

Blog Posts

Pushing the Limits of HDR with Ubicept

This blog post was originally published at Ubicept’s website. It is reprinted here with the permission of Ubicept. Executive summary Ubicept’s SPAD-based system offers consistent HDR performance in nighttime driving conditions, preserving shadow and highlight detail where conventional cameras fall short. Unlike traditional HDR techniques which often struggle with motion artifacts, Ubicept Photon Fusion maintains

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Algorithms & Models

A Practical Guide to Recall, Precision, and NDCG

This blog post was originally published at Rapidflare’s website. It is reprinted here with the permission of Rapidflare. Introduction Retrieval-Augmented Generation (RAG) is revolutionizing how Large Language Models (LLMs) access and use information. By grounding models in domain specific data from authoritative sources, RAG systems deliver more accurate and context-aware answers. But a RAG system is

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Blog Posts

Sony Pregius IMX264 vs. IMX568: A Detailed Sensor Comparison Guide

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. The image sensor is an important component in defining the camera’s image quality. Many real-world applications pushed for smaller pixel sizes to increase resolution in compact form factors.  To address this demand, Sony has been improving

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