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  • What Is Image Denoising & What Are Its Methods?

    Understanding the Role of Multi-Camera Systems in Smarter Fleet Management

    Robot-Based Shelf Monitoring Cameras for Retail Operation Efficiency

    Liquid lens Autofocus vs Voice Coil Motor (VCM) Autofocus

    Prabu KumarOctober 4, 20240
    Autofocus is a highly crucial feature across many embedded vision applications. So, they require autofocus lenses like a liquid lens or a Voice Coil Motor (VCM). But what are the factors to consider before you pick between these two? Get a detailed comparison.
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    How to run the YOLO object detection on SmarteCAM

    Vimal PachaiappanJuly 25, 20230
    You Only Look Once (YOLO) is one of the fastest real-time object detection algorithms (45 frames per second) when compared to the R-CNN family. Get a step-by-step guide on how to run the YOLO object detection on SmarteCAM – e-con Systems’ ready-to-deploy IP66 rated AI camera.
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    How to run DeepStream applications out-of-the-box on SmarteCAM

    Vimal PachaiappanJuly 6, 20220
    NVIDIA® DeepStream Software Development Kit (SDK) is an accelerated AI framework for building Intelligent Video Analytics (IVA) pipeline. See what happens when we run an NVIDIA DeepStream pipeline on SmarteCAM and understand its use cases and performance.
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    Why 4K HDR cameras with large pixel size for outdoor vision applications?

    Bremi MaruthaiyanMay 9, 20250
    Many outdoor vision applications need to cover a wide area and zoom in without losing image quality. In addition, they might have to adapt to different lighting. Know why a camera with 4K resolution, large pixel size, and HDR capabilities is suitable for outdoor embedded vision applications.
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    Choosing the right camera solution for smart traffic management

    Dhanalakshmi RJuly 30, 20240
    Intelligent Transport System (ITS) use cases like ALPR, traffic monitoring, and parking lot management rely on cameras to perform people & vehicle counting, facial recognition, demography analysis, etc. Explore the key camera features of an ITS application and how to choose the right camera.
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    What is a Camera ISP – Why is an External ISP Preferred in Imaging Solutions

    Bremi MaruthaiyanDecember 18, 20240
    Many embedded vision cameras come equipped with a dedicated ISP for carrying out various types of image processing. Explore how the image processing pipeline is used by ISPs and understand the significance of using an external ISP
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    How Global Shutter Cameras can improve Robotic Vision Systems

    Sarolin KirubaJanuary 23, 20230
    The question of whether to pick a rolling shutter or a global shutter image sensor has made life difficult for many product developers. Understand in detail the differences between the two sensors and how global shutter sensors power new-age robotic vision systems.
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    How to choose the right interface for an embedded vision system?

    Bremi MaruthaiyanMay 9, 20250
    Picking the right camera interface – from MIPI CSI-2 and USB 3.0 to GigE and GMSL – can make or break your embedded vision application’s performance. So, discover all you need to know to correctly choose the interface for your embedded vision use cases.
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    How to Choose the Right Camera for ANPR?

    Bremi MaruthaiyanJune 11, 20240
    Automated Number Plate Recognition (ANPR) is a big part of smart city management as it ensures more citizen security and streamlines transport. Know its key use cases and uncover the three top factors to be considered while choosing a sensor for ANPR. 
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    How to choose the right imaging system for industrial handheld tablets

    Bremi MaruthaiyanMay 24, 20220
    Warehouse management systems are popular use cases of industrial handhelds. They are used for product dimensioning, billing, inventory tracking, etc. See what features are must-haves while selecting an imaging system for your industrial handhelds.
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