reComputer J2021-Edge AI Device with Jetson Xavier NX 8GB module, 4xUSB, M.2 Key E & Key M Slot, Aluminum case, Pre-installed JetPack System

Features

• Hand-size edge AI device: built with Jetson Xavier NX 8GB Production Module, delivering 384 NVIDIA CUDA® cores delivers up to 21 TOPs AI performance with the small form factor of 130mm x120mm x 50mm.
• NVIDIA Jetson Xavier NX Dev Kit alternative: the carrier board brings rich IOs including Gigabit Ethernet port, 4 USB 3.1 Gen2 ports, HDMI port, and DP port
• Pre-installed NVIDIA JetPack: support entire Jetson software stack and various developer tools for building fast and robust AI application provided by Seeed Edge AI partners, helps develop innovative AI solution for manufacturing, logistics, retail, service, agriculture, smart city, healthcare, and life sciences, etc
• Power-efficient: as little as 10 watts, delivering high performance, accurate, multi-modal AI inference at the edge.  
• Expandable with the onboard interfaces and reComputer case, able to mount on the wall with mounting holes on the back.
• Comprehensive certificates: FCC, CE, RoHS, KC

Description

reComputer series for Jetson are compact edge computers built with NVIDIA advanced AI embedded systems: J10 (Nano 4GB) and J20 (Jetson Xavier NX 8GB and Jetson Xavier 16GB), where the reComputer J2021 is the Jetson Xavier NX 8GB module carried by reComputer J202 carrier board. With rich extension modules, industrial peripherals, thermal management, reComputer for Jetson is ready to help you accelerate and scale the next-gen AI product by deploying popular DNN models and ML frameworks to the edge and inferencing with high performance, for tasks like real-time classification and object detection, pose estimation, semantic segmentation, and natural language processing (NLP). 

At Seeed, you will find everything you want to work with NVIDIA Jetson Platform – official NVIDIA Jetson Dev Kits, Seeed-designed carrier boards, and edge devices, as well as accessories.

Welcome to check out our free Edge AI partner program. We are looking forward to leveraging local and global resources to accelerate next-gen AI product together with you.

Edge AI Applications

reComputer series for Jetson are ideal for building autonomous applications and complex AI tasks of image recognition, object detection, pose estimation, semantic segmentation, video processing, and many more. 

• Traffic management

• license plate detection

• car detection

• pedestrian detection

• Industry 4.0: 

• helmet detection, hard hat detection, and custom PPE detection

• visual anomaly detection using NVIDIA Deepstream IoT

• Retail: 

• sentiment analysis(webinar: learn your customer with AI by Zenus smart camera),

• retail store items detection

• Robotics: 

• under-ice sensing ROV

• warehouse towing robot 

• Edge AI into the Wild: Wildfire detection 

• Agriculture: weeding machine, Tractors, Livestock detection 

• Healthcare: medical imaging analysis 

Developers Tools

Pre-installed Jetpack for fast development and edge AI integration

Jetson software stack begins with NVIDIA JetPack™ SDK which provides a full development environment and includes CUDA-X accelerated libraries and other NVIDIA technologies to kickstart your development. JetPack includes the Jetson Linux Driver package which provides the Linux kernel, bootloader, NVIDIA drivers, flashing utilities, sample filesystem, and toolchains for the Jetson platform. It also includes security features, over-the-air update capabilities, and much more.

Computer Vision and embedded machine learning

• Edge AI no code Vision tool, Seeed latest open-source project for deploying AI application within 3 nodes. 

• NVIDIA ®DeepStream SDK delivers a complete streaming analytics toolkit for AI-based multi-sensor processing and video and image understanding on Jetson.

• NVIDIA® TAO tool kit, built on TensorFlow and PyTorch, is a low-code version of the NVIDIA TAO framework that accelerates the model training 

• alwaysAI: build, train, and deploy computer vision applications directly at the edge of reComputer. Get free access to 100+ pre-trained Computer Vision Models and train custom AI models in the cloud in a few clicks via enterprise subscription. Check out our wiki guide to get started with alwaysAI.

• Edge Impulse: the easiest embedded machine learning pipeline for deploying audio, classification, and object detection applications at the edge with zero dependencies on the cloud. 

• Roboflow provides tools to convert raw images into a custom-trained computer vision model of object detection and classification and deploy the model for use in applications. See the full documentation for deploying to NVIDIA Jetson with Roboflow.

• YOLOv5 by Ultralytics: use transfer learning to realize few-shot object detection with YOLOv5 which needs only a very few training samples. See our step-by-step wiki tutorials

Speech AI

• NVIDIA® Riva is a GPU-accelerated SDK for building Speech AI applications that are customized for your use case and deliver real-time performance.

Robot and ROS Development 

• NVIDIA Isaac ROS GEMs are hardware-accelerated packages that make it easier for ROS developers to build high-performance solutions on NVIDIA hardware. Learn more about NVIDIA Developer Tools 

• Cogniteam Nimbus is a cloud-based solution that allows developers to manage autonomous robots more effectively. Nimbus platform supports NVIDIA® Jetson™ and ISAAC SDK and GEMs out-of-the-box.  Check out our webinar on Connect your ROS Project to the Cloud with Nimbus.

Model Optimization

• Deci: optimize your models on NVIDIA Jetson devices. Check webinar at Deci of Automatically Benchmark and Optimize Runtime Performance on NVIDIA Jetson Nano and Xavier NX Devices

Remote Fleet Management

Enable secure OTA and remote device management with Allxon. Unlock 90 days free trial with code H4U-NMW-CPK.

Jetson Xavier NX and Jetson AGX Orin MLPerf v2.0 Results

Hardware specification 

Comparison among reComputer J20 series and Official Dev Kits 

Interface-rich carrier board :

Nearly the same functional design as Jetson Xavier NX Developer Kit

Seeed carrier board for reComputer J2021 is a high-performance, interface rich NVIDIA Jetson Xavier NX compatible carrier board, providing HDMI 2.0, Gigabit Ethernet, USB 3.1 Gen2, M.2 key E, M.2 key M, CSI camera, CAN, GPIO, I2C, I2S, fans, and other rich peripheral interfaces. It has the same functional design and size as the carrier board of NVIDIA® Jetson Xavier™ NX DEVELOPER KIT.

Take advantage of the small form factor, sensor-rich interfaces, and big performance to bring new capability to all your embedded AI and edge systems.

Desktop, Wall Mount, or fit in anywhere

With an overall dimension of 130mm*120mm*50mm, it is only around 1/10 of the size of an ordinary computer case which makes it possible to fit in edge AI scenarios. The back screw holes allow you to hang the product as you need. We also provide other editions case like blue, silver and silver mental, whose stackable structure allows you to stack more middle layers to create rooms very easily.

Global Distribution Channels

1. Global (3)

• DigiKey Electronics 

• Mouser Electronics

• RobotShop

2. Europe (6)

• Comet Electronics (Bulgaria)

• Antratek Electronics (The Netherlands, EU)

• Totonic (Switzerland, EU)

• Zonepi (Czech Republic)

• Unmanned Tech (UK)

• Cenval S.L. (Spain)

3. Asia (9)

• Ozdisan Electronics (Turkey)

• Macfos (India)

• Hennes (Taiwan, China)

• iCShop  (Taiwan, China)

• Switch Science (Japan)

• Marutsu (Japan)

• DigiWare (Indonesia)

• GJ Tech (Thailand)

• Cytron (Malaysia)

4. Oceania (1)

• PB Tech (New Zealand)

Part List

1 x Acrylic Cover

1 x Aluminium Frame 

1 x Jetson Xavier NX module 

1 x Heatsink 

1 x Carrier board 

1 x 12V/5A(Barrel Jack 5.5/2.1mm) Power Adapter (Power cable not included)

• We will not include a power cord, please choose a suitable form according to your country.
• We will not include a 3V RTC battery (CR1220）