In this article:
- Introduction
- Latest NVIDIA Jetson Modules – NVIDIA Jetson Orin Family
- NVIDIA Jetson AGX Orin Series
- Industry Applications - NVIDIA Jetson AGX Orin
- NVIDIA Jetson Orin NX Series
- Industry Applications - NVIDIA Jetson Orin NX
- NVIDIA Jetson Orin Nano Series
- Industry Applications - NVIDIA Jetson Orin Nano
- NVIDIA Jetson Xavier AGX Series
- Industry Applications - NVIDIA Jetson AGX Xavier
- NVIDIA Jetson Xavier NX Series
- Industry Applications - NVIDIA Jetson Xavier NX Series
- NVIDIA Jetson TX2 Series
- Industry Applications - NVIDIA Jetson TX2 Series
- NVIDIA Jetson TX2i Series
- Industry Applications - NVIDIA Jetson TX2i Series
- What are the differences between the similar NVIDIA Jetson TX2 and TX2i Modules ?
Introduction
Introduction
NVIDIA Jetson is a world-leading platform for autonomous machines and other embedded applications capable of Artificial Intelligence (AI) and Deep Learning (DL).
NVIDIA Jetson delivers high performance whilst maintaining power-efficiency and is compatible with the same AI software and cloud-native workflows used across other NVIDIA platforms. It enables the automation of business processes and provides the ability to gain vision through data analysis, making this product the ideal platform for compute-intensive & Edge AI projects.
NVIDIA Jetson Modules
The NVIDIA Jetson is a complete System on Module (SOM), available in various combinations of performance, power-efficiency and form factors.
The Jetson family has a solution that can meet your needs, from Autonomous Mobile Robots (AMRs) and AI-powered Network Video Recorders (NVRs) to Automated Optical Inspection (AOI).
Latest NVIDIA Jetson Modules – NVIDIA Jetson Orin Family
NVIDIA Jetson AGX Orin Series
The NVIDIA Jetson AGX Orin is the latest addition to the Jetson Family, bringing your next-gen products to life with the world’s most powerful AI computer for energy-efficient autonomous machines and delivering up to 275 TOPS of AI performance.
The NVIDIA Jetson AGX Orin is a ground-breaking system-on-a-chip (SoC) designed specifically for artificial intelligence (AI) applications at the edge. It offers unparalleled performance and power efficiency, making it a game-changer in the AI industry.
- Unmatched AI Performance: The NVIDIA Jetson AGX Orin is powered by a 17-billion transistor, 8-core ARM CPU and a 2,048-core NVIDIA GPU, delivering unparalleled AI performance. With over 200 trillion operations per second (TOPS) of AI computing power, it can handle complex deep learning models and neural networks with ease. This exceptional performance enables real-time AI inferencing and decision-making, making it ideal for applications that require low-latency and high throughput.
- Power Efficiency: One of the key advantages of the Jetson AGX Orin is its power efficiency. It is designed to deliver maximum performance while consuming minimal power, making it suitable for edge computing applications where energy constraints are crucial. The AGX Orin’s advanced power management features ensure optimal energy utilization, enabling AI-powered devices to operate for extended periods on battery power or in remote areas with limited power sources.
- Multi-Sensor Processing: The AGX Orin supports multiple high-resolution camera inputs and sensor fusion capabilities, allowing it to process data from various sensors simultaneously. This feature is particularly valuable in industries such as autonomous vehicles, robotics, and smart cities, where real-time data fusion from different sources is essential for accurate decision-making. The AGX Orin’s multi-sensor processing capability enhances situational awareness, object detection, and tracking, enabling advanced applications in autonomous navigation, surveillance, and more.
- AI Training and Inference: The NVIDIA Jetson AGX Orin is not limited to AI inferencing but also supports AI training. With its powerful GPU and CPU combination, it can efficiently handle both training and inferencing tasks. This versatility is a significant advantage for industries that require on-device AI training capabilities, such as robotics and industrial automation. The AGX Orin enables developers to train and fine-tune AI models directly on the edge device, reducing the need for data transfer to the cloud and ensuring data privacy and security.
Industry Applications - NVIDIA Jetson AGX Orin
The Jetson AGX Orin finds applications across a wide range of industries, including:
- Autonomous Vehicles: The AGX Orin’s high-performance computing and sensor processing capabilities are ideal for autonomous driving applications. It enables real-time perception, object detection, and decision-making, ensuring safe and reliable autonomous navigation.
- Industrial Automation: In manufacturing and industrial settings, the AGX Orin enables intelligent automation, predictive maintenance, and quality control. Its advanced AI capabilities improve productivity, efficiency, and worker safety.
- Healthcare and Medical Imaging: The AGX Orin can enhance medical imaging systems, enabling real-time analysis and diagnosis. It aids in medical research, drug discovery, and personalized healthcare applications.
- Smart Cities: The AGX Orin contributes to building smart cities by enabling intelligent traffic management, video surveillance, and infrastructure monitoring. It enhances public safety and resource utilisation.
- Retail and Hospitality: The AGX Orin enables advanced customer analytics, personalised recommendations, and cashier-less checkout systems, enhancing customer experiences and operational efficiency.
The Jetson AGX Orin 32GB Jetson AGX Orin 64GB module are available now.
View our range of NVIDIA Jetson AGX Orin Systems
NVIDIA Jetson Orin NX Series
The NVIDIA Jetson Orin NX Series is a remarkable edge AI computing platform that brings exceptional performance and power efficiency to a compact form factor. Built on the revolutionary Orin architecture, this series offers developers and businesses the ability to deploy cutting-edge AI applications at the edge.
Experience the world’s most powerful AI computer for autonomous, power-efficient machines in the smallest Jetson form factor.
It delivers up to 5X the performance and twice the NVIDIA CUDA cores of the NVIDIA Jetson Xavier NX, plus high-speed interface support for multiple sensors. With 100 TOPS for multiple concurrent AI inference pipelines, Jetson Orin NX gives you big performance in an amazingly compact package.
The Jetson Orin NX modules, deliver up to 100 TOPS of AI performance in the smallest Jetson form factor, with power configurable between 10W and 25W. This gives you up to 3X the performance of Jetson AGX Xavier and up to 5X the performance of Jetson Xavier NX.
- Powerful AI Performance: The Jetson Orin NX Series is powered by the NVIDIA Orin system-on-a-chip (SoC), equipped with a 384-core NVIDIA Volta GPU, a 6-core NVIDIA Carmel ARM CPU, and dedicated deep learning accelerators. This combination provides unparalleled AI performance in a compact footprint.
- Compact Form Factor: The Jetson Orin NX Series offers remarkable performance in a small form factor, making it suitable for space-constrained environments. Its compact size enables easy integration into a wide range of devices, including drones, robots, industrial equipment, and smart cameras. Developers can take advantage of the high-performance AI capabilities of the Orin NX Series without compromising on size or power efficiency.
- Energy-Efficient Edge Computing: Energy efficiency is a crucial aspect of edge computing, and the Orin NX Series excels in this area. It is designed to deliver high AI performance while consuming minimal power. The power-efficient architecture ensures that AI-powered devices can operate for extended periods on battery power or in remote locations with limited power availability. This feature is particularly valuable in applications such as autonomous drones, portable medical devices, and IoT devices where energy constraints are critical.
- Deep Learning Accelerators: The Jetson Orin NX Series incorporates dedicated deep learning accelerators, known as Tensor Cores, which optimise matrix operations for AI workloads. These accelerators significantly enhance the performance of deep learning models, enabling faster inferencing and improved energy efficiency. With the Orin NX Series, developers can leverage the power of deep learning to unlock advanced AI capabilities at the edge.
Industry Applications - NVIDIA Jetson Orin NX
- Autonomous Machines: The Orin NX Series is well-suited for autonomous machines, including robots, drones, and unmanned vehicles. Its high-performance AI capabilities enable real-time perception, object recognition, and decision-making, making it an ideal choice for applications such as autonomous navigation, inspection, and surveillance.
- Industrial Automation: In industrial settings, the Orin NX Series empowers intelligent automation, predictive maintenance, and quality control. Its AI capabilities enhance productivity, efficiency, and worker safety, revolutionising manufacturing and industrial processes.
- Smart Retail: The Orin NX Series is transforming the retail industry by enabling advanced customer analytics, shelf monitoring, and inventory management. With real-time data processing and AI-driven insights, retailers can enhance customer experiences, optimise product placements, and streamline operations.
- Healthcare and Medical Devices: In the healthcare sector, the Orin NX Series supports AI-driven medical imaging, diagnostics, and personalised healthcare applications. It enables real-time analysis, improves accuracy, and aids in medical research and drug discovery.
- Intelligent Transportation: The Orin NX Series enhances intelligent transportation systems, enabling traffic management, vehicle monitoring, and autonomous driving. It contributes to improved road safety, reduced congestion, and optimised transportation networks.
The Jetson Orin NX 16GB and Jetson Orin NX 8GB are now available.
NVIDIA Jetson Orin Nano Series
NVIDIA Jetson Orin Nano series modules deliver up to 40 TOPS of AI performance in the smallest Jetson form factor, with power options between 5W and 15W. This gives you up to 80X the performance of NVIDIA Jetson Nano and sets the new standard for entry-level edge AI.
The NVIDIA Jetson Orin Nano Series is a remarkable edge AI computing platform designed for compact, power-efficient devices. It combines advanced AI performance, energy efficiency, and a small form factor, making it an ideal choice for developers and businesses seeking to deploy AI applications at the edge. In this article, we will explore the benefits of the NVIDIA Jetson Orin Nano Series and its diverse range of industry applications.
- High-Performance AI Computing: The Jetson Orin Nano Series leverages the power of NVIDIA’s Orin architecture, featuring a 128-core NVIDIA Volta GPU and a 6-core NVIDIA Carmel ARM CPU. This combination provides exceptional AI performance in a compact package. With up to 40 TOPS (40 Trillion Operations per second) AI computing power, developers can deploy advanced neural networks and deep learning models for real-time inferencing and decision-making at the edge.
- Compact and Power-Efficient Design: The Orin Nano Series stands out for its compact form factor, making it suitable for space-constrained environments. Its small size allows for easy integration into a wide range of devices, including drones, robots, smart cameras, and IoT devices. Despite its size, the Orin Nano Series delivers impressive performance while consuming minimal power. This energy efficiency enables AI-powered devices to operate for extended periods on battery power or in remote areas with limited power sources.
- Deep Learning Capabilities: The Orin Nano Series incorporates dedicated deep learning accelerators, known as Tensor Cores, which optimise matrix operations for AI workloads. These accelerators greatly enhance the performance and energy efficiency of deep learning models, enabling faster inferencing and training. With the Orin Nano Series, developers can leverage the power of deep learning to unlock advanced AI capabilities at the edge.
- Multi-Sensor Processing: The Orin Nano Series supports multiple high-resolution camera inputs and sensor fusion capabilities. This feature enables devices to process data from various sensors simultaneously, enhancing situational awareness, object detection, and tracking. Industries such as autonomous vehicles, robotics, and surveillance greatly benefit from the Orin Nano Series’ ability to fuse data from multiple sources, enabling real-time decision-making and intelligent responses.
Industry Applications - NVIDIA Jetson Orin Nano
- Robotics: The Orin Nano Series empowers intelligent robots with advanced perception, object recognition, and decision-making capabilities. It enables robots to navigate complex environments, interact with objects, and perform tasks autonomously.
- Drones and UAVs: The Orin Nano Series revolutionises the capabilities of drones and unmanned aerial vehicles (UAVs). It enables real-time image processing, object detection, and autonomous flight, contributing to applications such as aerial photography, surveillance, and search and rescue missions.
- Smart Cameras and Video Analytics: The Orin Nano Series enhances the capabilities of smart cameras for video analytics. It enables real-time object tracking, behaviour analysis, and anomaly detection, empowering applications such as video surveillance, smart cities, and retail analytics.
- Edge AI Devices and IoT: With its compact size and power efficiency, the Orin Nano Series is an excellent fit for edge AI devices and IoT applications. It enables intelligent edge devices, such as home automation systems, environmental sensors, and wearable devices, to process data locally, reducing reliance on cloud connectivity and enhancing privacy and response times.
- Healthcare and Medical Imaging: The Orin Nano Series facilitates AI-driven medical imaging applications, enabling real-time analysis, diagnostics, and medical research. It aids in disease detection, treatment planning, and personalized healthcare, revolutionising the healthcare industry.
NVIDIA Jetson Xavier AGX Series
The Jetson AGX Xavier module makes AI-powered autonomous machines possible, running in as little as 10 W and delivering up to 32 TOPS. As part of the world’s leading AI computing platform, it benefits from NVIDIA’s rich set of AI tools and workflows, enabling developers to train and deploy neural networks quickly. Jetson AGX Xavier is supported by the NVIDIA JetPack SDK, which can help you make large savings by reducing development effort and expense.
- Unmatched AI Performance: The Jetson Xavier AGX Series is powered by the NVIDIA Xavier architecture, featuring an octa-core ARM CPU, a 512-core NVIDIA Volta GPU, and dedicated deep learning accelerators. This powerful combination delivers unmatched AI performance at the edge. With over 30 trillion operations per second (TOPS) of AI computing power, the Xavier AGX Series can handle complex deep learning models and neural networks with ease. This exceptional performance enables real-time inferencing, high-speed data processing, and sophisticated AI applications.
- Power Efficiency: The Xavier AGX Series stands out for its power efficiency, offering high-performance AI computing while consuming minimal power. This feature is essential for edge computing applications where energy constraints are a significant consideration. The Xavier AGX Series’ power-efficient design allows AI-powered devices to operate for extended periods on battery power or in environments with limited power sources. It ensures optimal energy utilisation and helps reduce the overall energy footprint of edge AI deployments.
- Advanced AI Capabilities: The Xavier AGX Series is equipped with dedicated deep learning accelerators, known as Tensor Cores, which optimise matrix operations for AI workloads. These accelerators significantly enhance the performance and energy efficiency of deep learning models, enabling faster inferencing and training. The Xavier AGX Series also supports the NVIDIA TensorRT™ software, which further optimizes and accelerates AI inferencing, delivering maximum efficiency and speed.
- Multi-Sensor Fusion: The Xavier AGX Series supports multi-sensor fusion, enabling devices to process data from various sensors simultaneously. This capability is particularly valuable in industries such as autonomous vehicles, robotics, and surveillance, where real-time data fusion is essential for accurate decision-making. By combining inputs from cameras, lidars, radars, and other sensors, the Xavier AGX Series enhances perception, object detection, and situational awareness, enabling advanced applications in autonomous navigation, object tracking, and more.
Industry Applications - NVIDIA Jetson AGX Xavier
- Autonomous Vehicles: The Xavier AGX Series is revolutionising the autonomous vehicle industry. Its high-performance computing capabilities and sensor fusion capabilities enable real-time perception, object recognition, and decision-making, making it an ideal solution for autonomous driving, advanced driver-assistance systems (ADAS), and self-driving robotics.
- Robotics and Industrial Automation: The Xavier AGX Series empowers intelligent robots with advanced AI capabilities. It enables robots to perform complex tasks, navigate dynamic environments, and interact with humans and objects. In industrial automation, the Xavier AGX Series contributes to enhanced productivity, efficiency, and safety by enabling intelligent and autonomous robotic systems.
- Smart Cities and Surveillance: The Xavier AGX Series is a game-changer for smart cities and surveillance applications. It enables intelligent traffic management, video analytics, and real-time monitoring of public spaces. Its AI capabilities enhance security, optimise resource utilisation, and enable proactive response to potential threats.
- Healthcare and Medical Imaging: In the healthcare sector, the Xavier AGX Series supports AI-driven medical imaging and diagnostics. It enables real-time analysis of medical images, assists in disease detection, aids in treatment planning, and contributes to medical research and personalised healthcare.
- Retail and Customer Analytics: The Xavier AGX Series empowers retailers with advanced customer analytics and personalised shopping experiences. It enables real-time video analytics, customer behaviour analysis, and targeted advertising, helping retailers optimize store layouts, inventory management, and customer engagement.
NVIDIA Jetson Xavier NX Series
The Jetson Xavier NX delivers up to 21 TOPS for running modern AI workloads, consumes as little as 10 watts of power and has a compact form factor smaller than a credit card. It can run modern neural networks in parallel and process data from multiple high-resolution sensors, opening the door for embedded and edge computing devices that demand increased performance but are constrained by size, weight and power budgets.
- Unmatched AI Performance: The Jetson Xavier NX Series is built on the NVIDIA Xavier architecture, featuring a six-core NVIDIA Carmel ARM CPU, a 384-core NVIDIA Volta GPU, and dedicated deep learning accelerators. With over 21 trillion operations per second (TOPS) of AI computing power, the Xavier NX Series delivers unmatched performance for AI workloads at the edge. It can handle complex neural networks and deep learning models with ease, enabling real-time inferencing, advanced analytics, and decision-making.
- Power Efficiency: Energy efficiency is crucial for edge computing, and the Xavier NX Series excels in this aspect. It combines high-performance AI computing with low power consumption, making it ideal for edge devices operating on battery power or in resource-constrained environments. The power-efficient design of the Xavier NX Series ensures optimal energy utilisation, enabling prolonged operation and reducing the overall energy footprint of edge AI deployments.
- Compact Form Factor: The Xavier NX Series is designed to fit into compact devices without compromising on performance. Its small form factor makes it suitable for space-constrained environments, allowing for easy integration into drones, robots, cameras, and other edge devices. The compact size of the Xavier NX Series ensures versatility and flexibility in deploying AI solutions across various industries.
- Deep Learning Capabilities: The Xavier NX Series incorporates dedicated deep learning accelerators, known as Tensor Cores, which optimise matrix operations for AI workloads. These accelerators enhance the performance and energy efficiency of deep learning models, resulting in faster inferencing and training. The Xavier NX Series also supports the NVIDIA TensorRT™ software, which further optimises and accelerates AI inferencing, delivering maximum efficiency and speed.
- Multi-Sensor Processing: The Xavier NX Series supports multi-sensor processing, enabling devices to process data from multiple sensors simultaneously. This feature is particularly valuable in industries such as autonomous vehicles, robotics, and surveillance, where real-time data fusion is critical for accurate decision-making. By combining inputs from cameras, lidars, radars, and other sensors, the Xavier NX Series enhances perception, object detection, and situational awareness, enabling advanced applications in autonomous navigation, object tracking, and more.
Industry Applications - NVIDIA Jetson Xavier NX Series
- Autonomous Vehicles: The Xavier NX Series revolutionises the autonomous vehicle industry. Its high-performance AI capabilities and sensor fusion enable real-time perception, object recognition, and decision-making, making it an ideal solution for autonomous driving, advanced driver-assistance systems (ADAS), and self-driving robotics.
- Robotics and Industrial Automation: The Xavier NX Series empowers intelligent robots with advanced AI capabilities. It enables robots to perform complex tasks, navigate dynamic environments, and interact with humans and objects. In industrial automation, the Xavier NX Series contributes to enhanced productivity, efficiency, and safety by enabling intelligent and autonomous robotic systems.
- Smart Cameras and Video Analytics: The Xavier NX Series enhances the capabilities of smart cameras for video analytics. It enables real-time object detection, behaviour analysis, and anomaly detection, empowering applications such as video surveillance, smart cities, and retail analytics.
- Healthcare and Medical Imaging: The Xavier NX Series facilitates AI-driven medical imaging applications, enabling real-time analysis, diagnostics, and medical research. It aids in disease detection, treatment planning, and personalised healthcare, contributing to improved patient outcomes.
- Edge AI and IoT Devices: The Xavier NX Series serves as a powerful AI platform for edge devices in the Internet of Things (IoT) ecosystem. It enables intelligent edge devices for smart homes, industrial IoT, agriculture, and environmental monitoring, enhancing automation, efficiency, and data analysis capabilities.
NVIDIA Jetson TX2 Series
The Jetson TX2 is a 7.5-watt supercomputer on a module. It’s built around an NVIDIA Pascal-family GPU and loaded with 8 GB of memory and 59.7 GB/s of memory bandwidth and features a variety of standard hardware interfaces that make it easy to integrate it into a wide range of products and form factors.
- High-Performance AI Computing: The Jetson TX2 Module Series is built on the NVIDIA Pascal architecture, featuring a high-performance NVIDIA GPU with 256 CUDA cores and two custom ARMv8 64-bit CPUs. This powerful combination provides outstanding AI computing capabilities, enabling efficient deep learning inferencing and complex neural network processing at the edge. With up to 1.33 teraflops of AI performance, the Jetson TX2 modules can handle demanding AI workloads and deliver real-time responses.
- Power Efficiency: Energy efficiency is a crucial factor in edge computing, and the Jetson TX2 Module Series excels in this aspect. These modules are designed to deliver high-performance AI computing while consuming minimal power. This feature is particularly valuable for edge devices that operate on battery power or in resource-constrained environments. The power-efficient design of the Jetson TX2 modules ensures optimal energy utilisation, enabling longer device operation and reducing overall energy costs.
- Compact Form Factor: The Jetson TX2 Module Series boasts a compact form factor, making it highly suitable for integration into small edge devices. Their small size allows for seamless integration into drones, robots, cameras, and other space-constrained devices. The compact form factor of the modules enables flexibility in deploying AI solutions across various industries, even in environments with limited space.
- Deep Learning Capabilities: The Jetson TX2 Module Series incorporates dedicated deep learning accelerators, known as Tensor Cores, which optimise matrix operations for AI workloads. These accelerators significantly enhance the performance and energy efficiency of deep learning models, resulting in faster inferencing and training. Additionally, the modules support the NVIDIA TensorRT™ software, which further optimises and accelerates AI inferencing, delivering maximum efficiency and speed.
Industry Applications - NVIDIA Jetson TX2 Series
Autonomous Vehicles: The Jetson TX2 modules high-performance AI computing capabilities enable real-time perception, object recognition, and decision-making, making them ideal for autonomous driving, advanced driver-assistance systems (ADAS), and self-driving robotics.
- Robotics and Industrial Automation: The Jetson TX2 modules empower intelligent robots with advanced AI capabilities. They enable robots to perform complex tasks, navigate dynamic environments, and interact with humans and objects. In industrial automation, the Jetson TX2 modules contribute to enhanced productivity, efficiency, and safety by enabling intelligent and autonomous robotic systems.
- Smart Cameras and Video Analytics: The Jetson TX2 modules enhance the capabilities of smart cameras for video analytics. They enable real-time object detection, behaviour analysis, and anomaly detection, empowering applications such as video surveillance, smart cities, and retail analytics.
- Healthcare and Medical Imaging: The Jetson TX2 modules facilitate AI-driven medical imaging applications, enabling real-time analysis, diagnostics, and medical research. They aid in disease detection, treatment planning, and personalised healthcare, contributing to improved patient outcomes.
- Edge AI and IoT Devices: The Jetson TX2 modules serve as powerful AI platforms for edge devices in the Internet of Things (IoT) ecosystem. They enable intelligent edge devices for smart homes, industrial IoT, agriculture, and environmental monitoring, enhancing automation, efficiency, and data analysis capabilities.
NVIDIA Jetson TX2i Series
The NVIDIA Jetson TX2i Module Series is a powerful family of AI computing modules designed to deliver exceptional performance, reliability, and advanced capabilities for demanding edge computing applications. With their robust design and extended temperature range support, the Jetson TX2i modules are specifically engineered to operate in harsh industrial environments. In this article, we will explore the benefits of the NVIDIA Jetson TX2i Module Series and its diverse range of industry applications.
- Industrial-Grade Reliability: The Jetson TX2i Module Series is built to withstand rigorous industrial environments. With its rugged design, extended temperature range (-40°C to 85°C), and conformal coating for protection against moisture, dust, and chemicals, the TX2i modules provide reliable operation in challenging conditions. This industrial-grade reliability ensures uninterrupted performance, making them ideal for edge computing applications in industries such as manufacturing, transportation, and energy.
- High-Performance AI Computing: Powered by the NVIDIA Pascal architecture, the Jetson TX2i modules feature a high-performance NVIDIA GPU with 256 CUDA cores and two custom ARMv8 64-bit CPUs. This combination delivers exceptional AI computing capabilities, enabling efficient deep learning inferencing and complex neural network processing at the edge. With up to 1.33 teraflops of AI performance, the Jetson TX2i modules can handle demanding AI workloads with ease.
- Power Efficiency: Energy efficiency is crucial for edge computing, and the Jetson TX2i Module Series excels in this area. These modules are designed to provide high-performance AI computing while consuming minimal power. This power efficiency is particularly beneficial for edge devices operating in industrial settings, where energy resources may be limited or expensive. The TX2i modules’ optimised power consumption ensures efficient operation and reduced energy costs.
- Industrial Interfaces and Connectivity: The Jetson TX2i Module Series is equipped with a range of industrial interfaces and connectivity options, making them highly versatile for industrial applications. They feature multiple USB ports, Ethernet, HDMI, CAN bus, and GPIO interfaces, enabling seamless integration with a variety of industrial systems and devices. The modules’ rich connectivity options make them suitable for applications such as industrial automation, robotics, and intelligent transportation systems.
- Deep Learning Capabilities: The Jetson TX2i Module Series incorporates dedicated deep learning accelerators, known as Tensor Cores, which optimise matrix operations for AI workloads. These accelerators significantly enhance the performance and energy efficiency of deep learning models, resulting in faster inferencing and training. The modules also support the NVIDIA TensorRT™ software, which further optimises and accelerates AI inferencing, delivering maximum efficiency and speed.
Industry Applications - NVIDIA Jetson TX2i Series
Manufacturing and Industrial Automation: The Jetson TX2i modules enable intelligent manufacturing and industrial automation. They provide real-time AI capabilities for quality control, predictive maintenance, and process optimisation. With their industrial-grade reliability, the modules can operate in harsh environments, contributing to increased efficiency and reduced downtime.
- Intelligent Transportation Systems: The Jetson TX2i modules play a crucial role in intelligent transportation systems. They power AI-based applications for traffic management, vehicle detection, and autonomous vehicle operations. With their robust design and extended temperature range support, the modules can withstand the demanding conditions of transportation environments.
- Energy and Utilities: The Jetson TX2i modules enable AI-driven solutions in the energy and utilities sector. They support real-time monitoring, predictive maintenance, and fault detection in power grids, renewable energy systems, and smart grid infrastructure. The modules’ industrial-grade reliability ensures continuous operation in challenging environments.
- Aerospace and Defense: The Jetson TX2i modules find applications in the aerospace and defence industries. They power AI-enabled systems for surveillance, autonomous drones, and intelligent robotics. The modules’ rugged design and extended temperature range support make them suitable for deployment in aerospace and defence applications that require reliability and robustness.
- Remote Monitoring and Surveillance: The Jetson TX2i modules enable advanced AI-based remote monitoring and surveillance solutions. They facilitate real-time object detection, video analytics, and anomaly detection in security systems, critical infrastructure monitoring, and environmental surveillance. The modules’ industrial-grade reliability ensures continuous operation in remote and harsh environments.
What are the differences between the similar NVIDIA Jetson TX2 and TX2i Modules ?
The NVIDIA Jetson TX2 and Jetson TX2i are both AI computing modules designed for edge computing applications, but they have some key differences:
- Industrial-Grade Reliability: The Jetson TX2i is specifically built for industrial environments and offers enhanced ruggedness and reliability compared to the Jetson TX2. It features a ruggedized design, conformal coating for protection against moisture, dust, and chemicals, and an extended temperature range (-40°C to 85°C). These features allow the Jetson TX2i to operate reliably in harsh industrial settings.
- Temperature Range: The temperature range supported by the two modules differs significantly. The Jetson TX2 is designed for commercial applications and operates within a standard temperature range of 0°C to 45°C, while the Jetson TX2i is designed for industrial applications and can operate in a wider temperature range of -40°C to 85°C.
- Industrial Interfaces: The Jetson TX2i is equipped with additional industrial interfaces compared to the Jetson TX2. These interfaces include CAN bus, UART, SPI, and I2C, which are commonly used in industrial automation, robotics, and other industrial applications. The Jetson TX2, on the other hand, offers a more general-purpose set of interfaces suitable for a wide range of applications.
- Applications: The Jetson TX2i is specifically tailored for industrial applications that require reliable and rugged AI computing capabilities. It is commonly used in industrial automation, robotics, manufacturing, transportation, and energy sectors. The Jetson TX2, on the other hand, is suitable for a broader range of applications, including robotics, autonomous vehicles, drones, healthcare, and more.
- Availability and Support: The Jetson TX2 and Jetson TX2i may differ in terms of availability and support. The TX2i may be more commonly available through specific industrial suppliers or distributors, while the TX2 is more widely available through various channels. Additionally, support and documentation may differ between the two modules due to their target markets and applications.
In summary, the NVIDIA Jetson TX2i is an industrial-grade variant of the Jetson TX2, specifically designed for rugged industrial environments. It offers enhanced reliability, an extended temperature range, and additional industrial interfaces, making it suitable for applications in industrial automation, robotics, and harsh environments. The Jetson TX2, on the other hand, caters to a broader range of applications and operates within a standard temperature range suitable for commercial use.