NVIDIA released the latest Deepstream 4.0. We have previously compiled notes on some new features and applications of Deepstream 4.0: NVIDIA Deepstream 4.0 Notes (1): Accelerating Real-Time AI Video and Image Analysis NVIDIA Deepstream 4.0 Notes (2): Smart Retail Scene Applications NVIDIA Deepstream 4.0 Notes (3): Smart Traffic Scene Applications NVIDIA Deepstream 4.0 Notes (4): … Read more
The camera module is an essential part of AI-based embedded systems. There are so many camera modules available on the market that it can be difficult to choose. This article will detail this process to help you make the right choice for embedded applications, including NVIDIA Jetson. Considerations for Choosing a Camera Choosing a camera … Read more
Typical Embedded Edge AI Application Scenarios Industrial manufacturing and logistics applications are on the rise. We are seeing a shift due to worker shortages and increased demands for industrial safety and operational efficiency. Better planning and scheduling in supply chain management are becoming increasingly important. This, in turn, drives automation in warehouses, mobile robotics, industrial … Read more
In many tech products, heat sinks may be overlooked as less important accessories. However, in NVIDIA Jetson embedded products, the importance of heat sinks cannot be ignored. This article will discuss a heat sink failure case we experienced. A year ago, a middleman who purchased a batch of NVIDIA Jetson Xavier NX module heat sinks … Read more
Thank you for bringing us various surprises [Preface] In 2017, NVIDIA officially started to sell the new generation of embedded high-performance computing platform, the Jetson TX2. Compared to the previous generation Jetson TX1, it has more than double the energy efficiency and twice the operational performance, allowing it to run more complex neural networks on … Read more
The previous installation process for the Jetson Orin development kit did not include the installation of the DeepStream intelligent analysis suite. Therefore, a separate installation process is required, and three installation methods are provided for users’ reference. 1. Install Using the DeepStream Compressed Package: Please visit https://developer.nvidia.com/deepstream-getting-started, and you will see the following image describing … Read more
Goran Vuksic takes his robot to technology conferences across Europe, showcasing the powerful capabilities of edge AI platforms with this familiar “Star Wars” character. Goran Vuksic leads a project to create a repair robot (Pit Droid) from “Star Wars” in the real world. The “Star Wars” series is beloved by many, and the repair robots … Read more
During the National Day holiday, NVIDIA published an article on its developer blog: This means that starting from CUDA 11.8, developers can install new versions of the CUDA development package on Jetson just like on PCs! This is indeed a good thing. Why do I say that? Originally, there were two types of systems on … Read more
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