Jetson AGX Xavier

Integration of NVIDIA® Jetson™ Systems in Industrial Networks

by
Integration of NVIDIA® Jetson™ Systems in Industrial Networks

This article is from: Source: https://medium.com/@stephen.gardner.ag/integration-of-nvidia-jetson-systems-in-industrial-networks-abb8a17f1745 When industrial networks utilize NVIDIA®’s Jetson™ Xavier system, it opens up a world of machine learning applications. Xavier is based on the successful Tegra system, which is the most powerful system in the NVIDIA® Jetson™ series. The performance of Xavier’s 8-core ARM processor is comparable to many systems, and … Read more

NVIDIA Jetson Series Article (1): Hardware Unboxing

by
NVIDIA Jetson Series Article (1): Hardware Unboxing

NVIDIA launched the new generation of embedded development kits in April, Jetson AGX Orin, which is currently the most powerful, compact, and energy-efficient AI supercomputer on the market, suitable for advanced robotics, autonomous machines, and next-generation embedded and edge computing. In this series, we will introduce how to use the Jetson AGX Orin development kit … Read more

Installing Development Environment for NVIDIA Jetson Orin

by
Installing Development Environment for NVIDIA Jetson Orin

The previous article has configured the Jetson Orin development kit with the Ubuntu 20.04 L4T (Linux for Tegra) desktop operating system, but the following required development resources have not been installed: CUDA Toolkit; cuDNN Neural Network Acceleration Library: TensorRT Inference Acceleration Engine; OpenCV Computer Vision Library; VPI Vision Programming Interface; DeepStream Intelligent Analysis Tool; In … Read more

What Are Edge AI Chips?

by
What Are Edge AI Chips?

1: Classification of AI Chips There are many AI chips on the market, which can be quite dazzling. Based on their application scope, they can generally be divided into several categories. Terminal AI Chips: Terminal AI chips require low power consumption and have relatively low computing power demands, mainly for AI inference applications. Terminal AI … Read more

Neural Network Weight Initialization Methods in C++

by
Neural Network Weight Initialization Methods in C++

1. Weight Initialization — The “Morning Star” of Neural Networks In the vast universe of neural networks, weight initialization serves as the morning star, guiding the direction of model training. It is not merely about randomly assigning initial values to weights; rather, it is a crucial factor that determines whether the model can learn efficiently … Read more

Why Is NVIDIA Jetson AGX Orin Module So Expensive?

by
Why Is NVIDIA Jetson AGX Orin Module So Expensive?

This article is compiled from the NVIDIA lecture “Empower Your Industrial Edge AI Applications with NVIDIA Jetson“ (This is not a complete lecture, just selected slides we believe are key) Let’s dive into the industrial aspects. What challenges exist in cognitive environments? Industrial applications need to consider various shock factors. For example, systems may experience … Read more

Essential Jetson Development Tools for NVIDIA Developers

by
Essential Jetson Development Tools for NVIDIA Developers

The NVIDIA Jetson platform provides extensive access to edge AI and robotics application development through the world’s most comprehensive AI software stack and ecosystem. It integrates scalable platform software, modern AI stacks, flexible microservices and APIs, ROS packages, and AI workflows tailored for specific applications. In this talk, you will learn the skills to accelerate … Read more

Building AI Network Video Recorder (AI-NVR) Microservices on NVIDIA Jetson

by
Building AI Network Video Recorder (AI-NVR) Microservices on NVIDIA Jetson

The AI Network Video Recorder (AI-NVR) is a reference application in NVIDIA’s Metropolis microservices for Jetson, which is a cloud-native component suite for developing edge AI applications and solutions. This video provides an overview of the system services, microservices, and an introduction to building the AI-NVR.

In-Depth Introduction to NVIDIA Jetson Products

by
In-Depth Introduction to NVIDIA Jetson Products

This article is organized from NVIDIA’s 2024 GTC lecture. Now, let’s dive deep into our Jetson platform. These are our Jetson Orin modules, and we have seven different modules covering the entire range from entry-level to high performance. The best part is that, unlike before, we have adopted a SOC (System on Chip) architecture across … Read more

Cloud Horse Intelligent Transportation: Building Autonomous Vehicle Infrastructure with NVIDIA Jetson

by
Cloud Horse Intelligent Transportation: Building Autonomous Vehicle Infrastructure with NVIDIA Jetson

Cloud Horse Intelligent Transportation is a technology innovation company focused on L4 level autonomous driving technology in urban scenarios. While pursuing technological innovation, it is also facing a series of challenges: Control algorithms for autonomous vehicles, increasing computational power requirements Flexible deployment to meet different scenarios and needs Maintaining reliability in various challenging work environments … Read more