How to run DeepStream applications out-of-the-box on SmarteCAM
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
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Why 4K HDR cameras with large pixel size for outdoor vision applications?
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
Choosing the right camera solution for smart traffic management
Intelligent Transport System (ITS) use cases like ALPR, traffic monitoring, and parking lot management rely on cameras to perform people & vehicle counting, facial recognition,
What is a Camera ISP – Why is an External ISP Preferred in Imaging Solutions
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
How Global Shutter Cameras can improve Robotic Vision Systems
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
How to choose the right interface for an embedded vision system?
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
How to Choose the Right Camera for Your ANPR System? A Detailed Guide
by Dilip Kumar
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
How to choose the right imaging system for industrial handheld tablets
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
4 major factors that determine the low light performance of a camera
Lack of sufficient lighting has been a huge problem faced by camera-based surveillance and monitoring systems. Go on a deep-dive journey to understand the four
What is High Dynamic Range (HDR)? How do HDR cameras work?
Popular embedded vision applications that require HDR include smart traffic devices, security/smart surveillance, agricultural robots, patrol robots, etc. Uncover a single source of truth for