This article will use the Jetson Nano to create a very simple cat-dog classifier, utilizing PyTorch’s ImageFolder to create the dataset and DataLoader to load the dataset, and learning to train with a self-built CNN. Finally, we will extract test images for prediction. Jetson Nano Remote Setup Today we will operate on the Jetson Nano … Read more
Since January 15, NVIDIA released the upgraded Jetson NANO development kit, we finally got the physical product today, four days later. I’m sure some users are asking: How do I know if I bought the first or second generation? Look at the outer packaging: Let’s take a look at the physical product: The second generation … Read more
Some members in the group reported: I searched the NVIDIA forum and found that while there are not many such issues, some people do encounter them. For example, someone reported that flashing the NVME driver on the Jetson Orin NANO development kit was unsuccessful, with the following prompt: Set the recovery jumper => okPlug USB … Read more
This video provides an overview of the security features of the Jetson product series and details the steps involved in the secure boot process, integration, and deployment. More Jetson Tutorials: NVIDIA Jetson TX2 Series Interface Tuning and Compliance Testing Guide Designing Cameras Using NVIDIA Jetson TX2 The new version of Matlab has fully integrated support … Read more
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 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
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
TCP HTTP UDP: All are communication protocols, which are the rules followed during communication. Only when both parties “speak” according to these rules can they understand or serve each other. Relationship Between TCP, HTTP, and UDP: TCP/IP is a suite of protocols, divided into four layers: network interface layer, network layer, transport layer, and application … Read more
A lightweight yet powerful HTTP client The description “A lightweight yet powerful HTTP client” can apply to various libraries in different programming languages. Here are some popular HTTP clients that fit this description: Python – `requests`: This is a very popular Python HTTP library that is user-friendly and powerful. – `httpx`: Similar to `requests`, but … Read more
By carefully observing, you will find that some websites start with http, while others start with https. Why is there such a difference? What are the distinctions between the two? The internet police will explain: HTTP, also known as Hypertext Transfer Protocol, is a protocol we use daily for browsing the web. It is a … Read more