It is a group of high-tech devices that developers use to make new AI products in different fields. Jetson is one of the best hardware platforms for Artificial Intelligence that you can use to learn about AI and do cool projects if you’re a student or a tech lover. The NVIDIA Jetson system has tiny but powerful computers called modules. The thing also includes JetPack SDK, which makes the software go faster, and a whole setup to help you create your own AI projects without any difficulty. The Jetson technology is high-speed and doesn’t use too much power. If you’re interested in creating AI-powered machines that operate on the edge, then it’s an excellent option. 

Jetson Platform and NVIDIA IOT

The NVIDIA Jetson system is liked by software developers, professionals, and students because it has many benefits. Some of the good things about it are:

Modular Flexibility: The Jetson system has different modules suitable for small businesses/large enterprises. The Jetson system has many modules, so you can find one that’s just right for your AI project, whether simple or complicated. The Jetson system also has a unified software system, which makes it easier for software developers to work with. It means they don’t have to keep rewriting code whenever they want to improve their inventions on different Jetson modules. The NVIDIA JetPack SDK has a Linux operating system, fast CUDA-X libraries, and tools that can help you work with various machine learning types, such as deep learning and computer vision. It can also work with different machine learning structures like TensorFlow and different machine vision APIs like OpenCV. 

NVIDIA IOT For Cloud-Native Technologies

The NVIDIA Jetson system supports cloud-based technologies & workflows, such as orchestration & containerization, which help developers work quickly to create or improve AI products.  

Latest NVIDIA IOT Devices

Each NVIDIA Jetson is a self-contained unit package with its own GPU, CPU, high-speed connections, power management, memory, and other features. There are different types of Jetson devices available, each with varying levels of power efficiency, size, and performance so that they can be used in many various industries. The Jetson portfolio includes several different edge devices/modules.

NVIDIA IOT Jetson Nano NVIDIA

It is designed to help you add new features to small Artificial Intelligence systems. It’s great for developers or students just starting, as it’s designed to be hands-on and easy to learn from. Despite its small size, it is a powerful and energy-efficient module. It can handle complex AI workloads, process data from high-resolution sensors, and run many neural networks simultaneously. Because of this, it’s widely used for creating embedded Artificial Intelligence solutions & products. Its module is excellent for using AI to help computers see and understand images better. It can be used for tasks like identifying objects, separating parts of an image, detecting objects, and more. This tool works great with free programs that help computers see and learn, such as OpenCV. The Jetson to is a kit that developers find simple to use. That’s why both newbies and experienced developers use it with some cameras for Artificial Intelligence inference using deep learning. Its kit is excellent for experimenting & creating a prototype of a new AI solution.

NVIDIA IOT Jetson TX2 Series

The NVIDIA Jetson TX2 Series is a tiny but powerful module designed for efficiency & speed. It has the NVIDIA Pascal GPU, which is a type of computer chip that can process data very quickly. It also has a lot of memory and can connect to other devices easily. The Jetson TX2 can perform up to two and a half times better than the Jetson Nano but uses less power. Using the NVIDIA Jetson TX2 Series modules, you can run neural networks more accurately and efficiently on edge devices.

In the next part, we will discuss the variations among these devices. The NVIDIA Jetson TX2 NX, Jetson Nano & Jetson Xavier NX have the same size and shape. The other three modules, the original (accurate) Jetson TX2, Jetson TX2 4GB, and Jetson TX2i, are the same size as the original Jetson TX2. These modules are used in various fields like farming, healthcare, and retail. Out of the four components, the Jetson TX2i is designed to be tough. It can be used for high-performance Artificial Intelligence devices like medical equipment, industrial robots & computer vision cameras.

The rugged design makes it suitable for use in harsh environments. For instance, we have developed a livestock monitoring system that uses computer vision technology with the NVIDIA TX2. You can read the case study to know more. Edge computing tools are suitable for quickly processing data as it is being created. They can handle different temperatures, voltages, shocks & vibrations. Also, each device in the series has pre-loaded popular AI( Artificial Intelligence ) models, the NVIDIA JetPack SDK & NVIDIA Transfer Learning Toolkit.

Explore NVIDIA IOT in Embedded Computing

AI, which stands for Artificial Intelligence, is helping companies get ahead of their competitors in many ways. For example, it can automate tasks that used to be done by people, analyze large amounts of data to give businesses valuable information, and improve interactions with customers & employees.

NVIDIA Jetson is a popular platform used for making machines and other computer systems that can work by themselves. It has tiny, powerful computers called Jetson modules, software tools called JetPack SDK that help programs run faster, and a group of tools & products to help developers create things quickly. These tools include sensors, software development kits, and services to fasten the process. Jetson also works with that AI (Artificial Intelligence) software and computer techniques used on other NVIDIA infrastructures. It can help make machines that can work independently using software programs. Jetson is also very energy-efficient, which means it can use less power to do the job. It makes it an excellent tool for creating machines that can run using software programs.

Find Your Perfect NVIDIA IOT AI Computer

· For Product Development

No matter what kind of advanced product you want to create, like robots that can move independently, cameras that use AI to record video, or machines that can check things for errors in manufacturing, the Jetson family has something to help you. There are many options, depending on how much money you have to spend and how much power you need for your project. Jetson can work with various applications, so it’s an excellent choice for many projects. 

· For Educators, Students, & Enthusiasts

The NVIDIA Jetson Nano Developer Kit is perfect for people who want to learn about and create AI & robotics. It’s affordable but powerful, so you can get great results without spending too much money. This kit comes with all the software and tools you need to create amazing things using AI, just like professional developers do in many different industries. The Jetson Nano Developer Kit helps make AI & robotics reachable to everyone who wants to learn and create. 

· Scalable, Flexible Embedded Hardware Solutions

NVIDIA Jetson is a small computer with everything you need to start a project, including CPU, GPU, power management, memory, and High-performance interfaces. They come in different sizes and power levels and can be useful for all industries.  Jetson ecosystem collaborators offer a variety of things to help you create your project, including software, help designing hardware, and products that work with Jetson. They have everything from simple parts to complete systems that can be used in many projects. By working with these partners, you can save time and get your AI-powered project ready to go more quickly.

NVIDIA IOT Create applications by the Internet of Things (IoT) and Artificial Intelligence (AI) 

NVIDIA Jetson Nano adds impressive new abilities to many small, energy-efficient machines using AI. It’s great for creating things like cameras and robots that are smarter and more helpful. You can use Jetson Nano to make intelligent devices that analyze video and make decisions. It’s also a perfect device to learn about AI & robotics.

 Nvidia Jetson Nano vs. Raspberry Pi

• Performance – Jetson Nano is more powerful than similar devices like Coral Board & Raspberry Pi with TPU. It has a better processor and memory, which means it can do more things simultaneously and work faster. Even if you are not using AI, Jetson Nano can run Linux appliances better than other devices.
• Computer on SODIMM Card – The computer’s brain (CPU) and graphics card (GPU) are on a different board that connects to a slot on the central part of the computer where you plug things in. Nvidia also sells a more miniature computer called Jetson Nano with a lot of memory and storage.
• Size and Weight – It is bigger than the biggest Pi 3B+, the Raspberry Pi. It needs more space because of the heat sink and the SODIMM slot. The Nvidia Jetson Nano board is 3.8 inches long and 3 inches wide and weighs 4.8 ounces, while the Pi 3B+ is only 3.4 x 2.3 inches & weighs 1.8 ounces.
• Linux OS – The main computer program for a Jetson Nano and some Jetson boards is Linux4Tegra. It’s a particular version of Ubuntu 18.04 that works on Nvidia’s hardware. Raspberry Pi uses an operating system called Raspberry Pi OS (Raspbian), which is the main computer program we support for Raspberry Pi.
• AI Experience – The Jetson Nano can do particular computer tasks related to AI, like recognizing objects, tracking movement, and making videos look smoother. It has a specific part called an Nvidia Maxwell 128 CUDA core GPU that’s good for artificial Intelligence. It can do 472 GFLOPS for Artificial Intelligence tasks, much faster than the 21.4 GFLOPS you receive with a Raspberry Pi 3B+.

NVIDIA IOT Expands Edge Tech for Robotics

Nvidia said at their conference in the fall of 2022 that they have some new updates, like a new infrastructure to make edge AI (a type of extraordinary computer work) faster and safer. 

The IGX infrastructure helps people and machines work together better in industries like manufacturing, logistics, and healthcare. It makes things safer in these industries because robots are useful more often.

Robots that help with tasks in factories and hospitals have an AI computer program. It allows the robots to know where things are so they don’t bump into people or things. Nvidia’s new infrastructure makes this safety property even better by using special sensors to detect problems before they happen. It helps keep workers safe.

“Jensen Huang, who is the CEO of Nvidia, says, “As people work more with robots, there are new rules to make sure everything is safe.” Nvidia IGX is going to help companies make new devices that are controllable by computer programs and can work safely around people. 

The safety features are changeable to fit different situations and reasons for using them.

Siemens is using Nvidia’s IGX platform to make their factories work independently. They’re using information from computers and digital models to teach robots how to work in warehouses. The robots will do tasks that people usually have to do repeatedly, which can be hard on the body. Siemens is the first company to use the IGX platform.

“Rainer Brehm, who is in charge of factory automation at Siemens, says, “They are working with Nvidia to make things happen faster with computers.” They want to use the IGX technology to help with tasks that people repeatedly do in factories. It will help the workers do their jobs better. By making the computers and machines work together more closely, they can help the factory be more efficient and change more quickly for the customers who use it. 

Benefits

The good things about the solutions from NVIDIA & Foundries.io are

•    NVIDIA and Foundries.io have made it easier to make and use safe computers that work at the edge of networks. They use Jetson technology and JetPack to make it happen faster. Once you complete it, you won’t have to worry about updates for the rest of the product’s life. 
•    NVIDIA and Foundries.io have made a safe Linux platform that you can use to build lots of IoT & Edge tools. You can make it work with Jetson technology and customize it to fit your needs.
•    With the help of security features and updates that come over the air (OTA), you can ensure your devices stay safe. It’s easy to connect your devices to public/private clouds without worrying about security.
•    You have the option to utilize containers for your applications & services. It lets you get OTA updates without needing to restart the device. It works with every Jetson product, including NVIDIA Jetson AGX Orin™.
•    FoundriesFactory is an online service that helps product developers create, launch, and manage Linux software, apps, and services for Internet of things & Edge devices. You can use it for a long time, even up to 20 years or more.