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Microchip Expands PolarFire FPGA Smart Embedded Video Ecosystem with New SDI IP Cores and Quad CoaXPress Bridge Kit

Microchip Technology, News, Processors, Tools /

Solution stacks deliver broadcast-quality video, SLVS-EC to CoaXPress bridging and ultra-low power operation for next-generation medical, industrial and robotic vision applications   CHANDLER, Ariz., January 19, 2025 —Microchip Technology (Nasdaq: MCHP) has expanded its PolarFire® FPGA smart embedded video ecosystem to support developers who need reliable, low-power, high-bandwidth video connectivity. The embedded vision solution stacks combine hardware evaluation kits, development […]

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Top Python libraries of 2025

Algorithms & Models, Articles, Software, Tools, Tryolabs /

This article was originally published at Tryolabs’ website. It is reprinted here with the permission of Tryolabs. Welcome to the 11th edition of our yearly roundup of the Python libraries! If 2025 felt like the year of Large Language Models (LLMs) and agents, it’s because it truly was. The ecosystem expanded at incredible speed, with new models,

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How to Enhance 3D Gaussian Reconstruction Quality for Simulation

Algorithms & Models, Articles, Automotive, NVIDIA, Tools /

This article was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Building truly photorealistic 3D environments for simulation is challenging. Even with advanced neural reconstruction methods such as 3D Gaussian Splatting (3DGS) and 3D Gaussian with Unscented Transform (3DGUT), rendered views can still contain artifacts such as blurriness, holes, or

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Deep Learning Vision Systems for Industrial Image Processing

Algorithms & Models, Articles, Basler, Processors, Sensors and Cameras, Software, Tools /

This blog post was originally published at Basler’s website. It is reprinted here with the permission of Basler. Deep learning vision systems are often already a central component of industrial image processing. They enable precise error detection, intelligent quality control, and automated decisions – wherever conventional image processing methods reach their limits. We show how a

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Free Webinar Examines Autonomous Imaging for Environmental Cleanup

News, Sensors and Cameras, Software, Tools, Webinar /

On March 3, 2026 at 9 am PT (noon ET), The Ocean Cleanup’s Robin de Vries, ADIS (Autonomous Debris Imaging System) Lead, will present the free hour webinar “Cleaning the Oceans with Edge AI: The Ocean Cleanup’s Smart Camera Transformation,” organized by the Edge AI and Vision Alliance. Here’s the description, from the event registration

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Commonlands Demonstration of Field of View & Distortion Visualization for M12 Lenses & S-Mount Lenses

Commonlands, Sensors and Cameras, Tools, Videos /

Max Henkart, Founder and Optical Engineer at Commonlands, demonstrates the company’s latest products at the December 2025 Edge AI and Vision Alliance Forum. Specifically, Henkart demonstrates Commonlands’ new real-time tool for visualizing field of view and distortion characteristics of M12/S-Mount lenses across different sensor formats. This demo covers: FOV calculation for focal lengths from 0.8mm

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SiMa.ai Announces First Integrated Capability with Synopsys to Accelerate Automotive Physical AI Development

Automotive, News, Processors, SiMa.ai, Software, Synopsys, Tools /

San Jose, California – January 6, 2026 – SiMa.ai today announced the first integrated capability resulting from its strategic collaboration with Synopsys. The joint solution provides a blueprint to accelerate architecture exploration and early virtual software development for AI- ready, next-generation automotive SoCs that support applications such as Advanced Driver Assistance Systems (ADAS) and In-vehicle-Infotainment

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Qualcomm’s IE‑IoT Expansion Is Complete: Edge AI Unleashed for Developers, Enterprises & OEMs

Aerospace and Defense, Consumer, Industrial Vision (Computer Vision), News, Processors, Qualcomm, Security, Software, Tools /

Key Takeaways: Expanded set of processors, software, services, and developer tools including offerings and technologies from the five acquisitions of Augentix, Arduino, Edge Impulse, Focus.AI, and Foundries.io, positions the Company to help meet edge computing and AI needs for customers across virtually all verticals. Completed acquisition of Augentix, a leader in mass-market image processors, extends Qualcomm Technologies’ ability to provide system-on-chips tailored for intelligent IP cameras and vision systems. New Qualcomm Dragonwing™ Q‑7790 and Q‑8750 processors power security-focused on‑device AI across drones, smart cameras

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NXP and GE HealthCare Accelerate AI Innovation in Acute Care

Medical, News, NXP Semiconductors, Processors, Tools /

NXP and GE HealthCare announced a collaboration to pioneer new advancements in edge AI innovation, beginning with new anesthesia and neonatal concepts showcased at CES 2026.   LAS VEGAS and CHICAGO, Illinois, January 6, 2026 — NXP Semiconductors N.V. (NASDAQ: NXPI) and GE HealthCare (NASDAQ: GEHC) today announced a collaboration to pioneer new advancements in

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Accelerate AI Inference for Edge and Robotics with NVIDIA Jetson T4000 and NVIDIA JetPack 7.1

Blog Posts, NVIDIA, Processors, Software, Tools /

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. NVIDIA is introducing the NVIDIA Jetson T4000, bringing high-performance AI and real-time reasoning to a wider range of robotics and edge AI applications. Optimized for tighter power and thermal envelopes, T4000 delivers up to 1200 FP4  TFLOPs of AI compute and 64 GB of memory,

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Here you’ll find a wealth of practical technical insights and expert advice to help you bring AI and visual intelligence into your products without flying blind.

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