Blog Posts

Enabling Autonomous Machines: Advancing 3D Sensor Fusion With Au-Zone

This blog post was originally published at NXP Semiconductors’ website. It is reprinted here with the permission of NXP Semiconductors. Smarter Perception at the Edge Dusty construction sites. Fog-covered fields. Crowded warehouses. Heavy rain. Uneven terrain. What does it take for an autonomous machine to perceive and navigate challenging real-world environments like these – reliably, in […]

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The Role of Edge Computing in Video Intelligence

This blog post was originally published at Network Optix’ website. It is reprinted here with the permission of Network Optix. In many industries, decisions need to be made within seconds. Delayed responses can mean the difference between preventing an incident and simply reviewing it after the fact. Traditional video systems, which rely on transmitting data offsite

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Reconstruct a Scene in NVIDIA Isaac Sim Using Only a Smartphone

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Building realistic 3D environments for robotics simulation can be a labor-intensive process. Now, with NVIDIA Omniverse NuRec, you can complete the entire process using just a smartphone. This post walks you through each step—from capturing photos using an iPhone

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Smarter Smartphone Photography: Unlocking the Power of Neural Camera Denoising with Arm SME2

This blog post was originally published at Arm’s website. It is reprinted here with the permission of Arm. Discover how SME2 brings flexible, high-performance AI denoising to mobile photography for sharper, cleaner low-light images. Every smartphone photographer has seen it. Images that look sharp in daylight but fall apart in dim lighting. This happens because

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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

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The Need for Continuous Training in Computer Vision Models

This blog post was originally published at Plainsight Technologies’ website. It is reprinted here with the permission of Plainsight Technologies. A computer vision model that works under one lighting condition, store layout, or camera angle can quickly fail as conditions change. In the real world, nothing is constant, seasons change, lighting shifts, new objects appear and

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Why Openness Matters for AI at the Edge

This blog post was originally published at Synaptics’ website. It is reprinted here with the permission of Synaptics. Openness across software, standards, and silicon is critical for ensuring interoperability, flexibility, and the growth of AI at the edge AI continues to migrate towards the edge and is no longer confined to the datacenter. Edge AI brings

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Unlocking Smarter, More Efficient Computer Vision Systems: A Technical Deep Dive into ST’s New 5MP CMOS Image Sensors

This blog post was originally published at STMicroelectronics’ website. It is reprinted here with the permission of STMicroelectronics. STMicroelectronics is officially unveiling its newest 5-megapixel image sensor series – comprising the VB1943, VB5943, VD1943, and VD5943 models part of ST BrightSense portfolio – raising the bar for applications such as security, robotics and machine vision.

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Bringing Edge AI Performance to PyTorch Developers with ExecuTorch 1.0

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. ExecuTorch 1.0, an open source solution to training and inference on the Edge, becomes available to all developers Qualcomm Technologies contributed the ExecuTorch repository for developers to access Qualcomm® Hexagon™ NPU directly This streamlines the developer workflow

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Importance of Global Shutter Cameras for Industrial Automation Systems

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Maintaining image clarity is a critical part of industrial automation. However, not all sensors deliver the required consistency across different conditions. Learn how global shutter cameras help perform industrial automation tasks, their use cases, and

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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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