reComputer J3011-Edge AI Device with NVIDIA Jetson Orin™ Nano 8GB module

reComputer J3011 is built with Jetson Orin Nano 8GB a powerful and compact intelligent edge box to bring up to 40TOPS modern AI performance to the edge, which offers around 2X the performance of Jetson Xavier NX. While combining the NVIDIA Ampere™ GPU architecture with 64-bit operating capability.

The full system includes one NVIDIA Jetson Orin Nano 8GB production module, a heatsink, and a power adapter. reComputer J3011 is preinstalled with Jetpack 5.1, simplifies development, and fits for deployment for edge AI solution providers working in video analytics, object detection, natural language processing, medical imaging, and robotics across industries of smart cities, security, industrial automation, smart factories.

Features

• Brilliant AI Performance for production: on-device processing with up to 40 TOPS AI performance with low power and low latency
• Hand-size edge AI device: compact size at 130mm x120mm x 58.5mm, includes NVIDIA Jetson Orin Nano 8GB production module, a heatsink, enclosure, and a power adapter. Support desktop, wall mount, fit in anywhere
• Expandable with rich I/Os: 4x USB3.2, HDMI 2.1, 2xCSI, 1xRJ45 for GbE, M.2 Key E, M.2 Key M, CAN and GPIO
• Accelerate solution to market: pre-installed Jetpack with NVIDIA JetPack™ on the included 128GB NVMe SSD, Linux OS BSP, 128GB SSD, WiFi BT combo module, Antennas x2, support Jetson software and leading AI frameworks and software platforms
• Comprehensive certificates: FCC, CE, RoHS, UKCA

Description

reComputer series for Jetson are compact edge computers built with NVIDIA advanced AI embedded systems: J10 (Nano)and J20 (Xavier NX 8/16GB). Now we introduce the reComputer J3011 which is powered by the Jetson Orin™ Nano 8GB module and reComputer J401 carrier board.

With rich extension modules, industrial peripherals, and 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).

We have partnered with CVEDIA-RT and Lumeo to bring Intelligent video analytics solutions to Jetson Orin devices. Both the platforms come with ready-to-deploy solutions which makes it easy and fast for integrating to your own applications. Follow this wiki for CVEDIA-RT and this wiki for Lumeo to get started on your Orin devices!

At Seeed Studio, you will find everything you want to work with the NVIDIA Jetson Edge AI Solutions – Jetson Nano, Jetson Xavier NX, Jetson AGX Orin – Seeed Studio – official NVIDIA Jetson Dev Kits, Seeed-designed carrier boards, edge devices, as well as accessories.

We have prepared abundant Jetson AI Developer Tools – Seeed Wiki to get started with NVIDIA Jetson using leading AI frameworks and software. For example, with Few-Shot Object Detection – Seeed Wiki, developers can deploy custom YOLOv5 models on Jetson Orin at over 100FPS

Welcome to check out our Edge AI Partner Program. We are looking forward to leveraging local and global resources to accelerate next-gen AI products together with you.

Developer 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

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

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.

Remote Fleet Management

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

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 connecting your ROS Project to the Cloud with Nimbus.

Comparison among reComputer J40 and J30 series boards

Specifications	reComputer J3010	reComputer J3011	reComputer J4011	reComputer J4012
Module	Jetson Orin Nano 4GB	Jetson Orin Nano 8GB	Jetson Orin NX 8GB	Jetson Orin NX 16GB
AI Performance	20 TOPS	40 TOPS	70 TOPS	100 TOPS
GPU	512-core NVIDIA Ampere architecture GPU with 16 Tensor Cores	1,024-core NVIDIA Ampere architecture GPU with 32 Tensor Cores	1024-core NVIDIA Ampere architecture GPU with 32 Tensor Cores
GPU Max Frequency	625 MHz	765 MHz	918 MHz
CPU	6-core Arm® Cortex®-A78AE v8.2 64-bit CPU 1.5MB L2 + 4MB L3	6-core Arm® Cortex®-A78AE v8.2 64-bit CPU 1.5MB L2 + 4MB L3	8-core Arm® Cortex®-A78AE v8.2 64-bit CPU 2MB L2 + 4MB L3
CPU Max Frequency	1.5 GHz	2 GHz
Memory	4GB 64-bit LPDDR5 34 GB/s	8GB 128-bit LPDDR5 68 GB/s	8GB 128-bit LPDDR5 102.4GB/s	16GB 128-bit LPDDR5 102.4GB/s
DL Accelerator	/	1x NVDLA v2	2x NVDLA v2
DLA Max Frequency	/	614 MHz
Vision Accelerator	/	1x PVA v2
Storage	128GB NVMe SSD
Video Encoder	1080p30 supported by 1-2 CPU cores	1x 4K60 (H.265) | 3x 4K30 (H.265) 6x 1080p60 (H.265) | 12x 1080p30 (H.265)
Video Decoder	1x 4K60 (H.265) 2x 4K30 (H.265) 5x 1080p60 (H.265) 11x 1080p30 (H.265)	1x 8K30 (H.265) | 2x 4K60 (H.265) | 4x 4K30 (H.265) 9x 1080p60 (H.265) | 18x 1080p30 (H.265)
Display	1* HDMI 2.1
CSI Camera	2* CSI （2-lane 15pin）
Networking	1* Gigabit Ethernet (10/100/1000M)
USB	4* USB 3.2 Type-A (10Gbps); 1* USB2.0 Type-C (Device Mode)
M.2 Key M	1* M.2 Key M
M.2 Key E	1* M.2 Key E
Fan	1* 4 pin Fan Connector(5V PWM)
CAN	1* CAN
Multifunctional Port	1* 40-Pin Expansion header,1* 12-Pin Control and UART header
RTC	RTC 2-pin, RTC socket (supports CR1220 but not included)
Power	9-19V
Power Supply	Power adapter not included
Temperature	-10℃~60℃
Mechanical	130mm x120mm x 58.5mm

For a more comprehensive overview of the Jetson-powered devices, services that we offer and applications together with other partners, please visit our NVIDIA Jetson Series Catalog

Comparison among reComputer J30 and NVIDIA Jetson Orin Nano Developer Kit

Specifications	reComputer J3010-Edge AI Device with NVIDIA Jetson Orin™ Nano 4GB module – Seeed Studio	reComputer J3011-Edge AI Device with Jetson Orin™ Nano 8GB module – Seeed Studio	NVIDIA Jetson Orin Nano Developer Kit
Module	Jetson Orin Nano 4GB	Jetson Orin Nano 8GB	Jetson Orin Nano 8GB
AI Performance	20 TOPS	40 TOPS
Storage	128GB NVMe SSD	/
Display	1* HDMI 2.1	1x DP 1.2 (+MST) connector
CSI Camera	2* CSI （2-lane 15pin）	2x MIPI CSI-2 22-pin
M.2 Key M	1* M.2 Key M	1* M.2 Key M slot with x4 PCIe Gen3 1* M.2 Key M slot with x2 PCIe Gen3
M.2 Key E	1* M.2 Key E(pre-installed 1*Wifi/Bluetooth combo module)	1* M.2 Key E(pre-installed 1*Wi-Fi module)
MicroSD slot	/	/	1* microSD card socket(on Module)
Power	9-19V	9-20 V
Power Supply	Power adapter not included	DC 19V
Enclosure	Aluminum case	/
Mechanical	130mm x120mm x 58.5mm(with case)	100mm x 79mm x 21mm

Hardware Overview

Interface-rich reference carrier board

Seeed carrier board for reComputer J3011 is a high-performance, interface-rich board, providing HDMI 2.1, Gigabit Ethernet, USB 3.2, M.2 key E, M.2 key M, CSI camera, CAN, GPIO, I2C, I2S, fan, and other rich peripheral interfaces.

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

Desktop, Wall Mount, Expandable or fit in anywhere

The back screw holes allow you to hang the product as you need. We also provide other editions case like blue, silver, and silver metal, whose stackable structure allows you to stack more middle layers to create rooms very easily.

Applications

reComputer J30 series, powered by Orin Nano, is ideal for building autonomous applications and complex AI tasks of image recognition, object detection, pose estimation, semantic segmentation, video processing, and many more. The following are few of the applications that have been tested with Xavier NX and you can take them for reference in order to build applications using Jetson Orin NX/Orin Nano as well.

• 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 machines, Tractors, Livestock detection
• Healthcare: medical imaging analysis

Find in the Jetson Community Resources page tools and tutorials the community has created to power your development experience, and check out the Community Projects page to inspire your next project!

ECCN/HTS

HSCODE	8471419000
USHSCODE	8543709301
UPC
EUHSCODE	8471707000
COO	CHINA

RoHS

1